rm(list = ls())
library(tidyverse)
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## ✓ tidyr 1.2.0 ✓ stringr 1.4.0
## ✓ readr 2.1.2 ✓ forcats 0.5.1
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## x dplyr::filter() masks stats::filter()
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library(dplyr)
options(dplyr.summarise.inform = FALSE)
library(readxl)
library(stringr) # string formatting
library(RSQLite) # to connect to SQlite database
library(roxygen2) # For Function Documentation: ctrl + option + shift + r
library(corrplot)
## corrplot 0.92 loaded
library(ggcorrplot)
library(radiant.data)
## Loading required package: magrittr
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## Attaching package: 'magrittr'
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## set_names
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## extract
## Loading required package: lubridate
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## Attaching package: 'lubridate'
## The following objects are masked from 'package:base':
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## date, intersect, setdiff, union
##
## Attaching package: 'radiant.data'
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library(glue) # to format strings
Create a connection to our new database, CraigslistCars.sqlite3
#set path to the database.
db_path <- "./CraigslistCarsClean.sqlite3"
conn <- dbConnect(RSQLite::SQLite(), db_path)
dbListTables(conn)
## [1] "Ford"
## [2] "cars_clean"
## [3] "census"
## [4] "census_clean"
## [5] "census_income_data_2020"
## [6] "census_income_data_2020_varaible_list"
## [7] "census_median_income_2020"
## [8] "census_median_income_variable_list"
## [9] "gdp_state_quarterly"
## [10] "income_state_quarterly"
## [11] "outdoor_rec_by_state"
## [12] "vehicles"
## [13] "zcta_zip_city_map"
## [14] "zcta_zip_city_map_mapping"
Create DFs called “cars” and “census”
cars_db <- dbGetQuery(conn, "SELECT * FROM cars_clean")
census_db <- dbGetQuery(conn, "SELECT * FROM census_clean")
dbDisconnect(conn)
Create a copy of the Database query so we don’t need to re-query each time you want to rerun code.
cars <- cars_db
census <- census_db
Creating New Variable Price/Odometer, we do later, just testing git rn
#Clean cylinder variable
# ifelse(apply(str_contains(cars$cylinders,"cylinders",ignore.case=FALSE)), substring(cars$cylinders,1,1),0)
cars_clean <- cars %>% mutate(cylinders_clean=as.integer(str_extract(cars$cylinders,'[0-9]')))
glimpse(cars_clean)
## Rows: 400,870
## Columns: 20
## $ id <int64> 7316814884, 7316814758, 7316814989, 7316743432, 7316…
## $ region <chr> "auburn", "auburn", "auburn", "auburn", "auburn", "aub…
## $ city <chr> "Auburn", "Auburn", "Auburn", "Auburn", "Auburn", "Aub…
## $ state <chr> "al", "al", "al", "al", "al", "al", "al", "al", "al", …
## $ year <int> 2014, 2010, 2020, 2017, 2013, 2012, 2016, 2019, 2016, …
## $ manufacturer <chr> "Gmc", "Chevrolet", "Chevrolet", "Toyota", "Ford", "Gm…
## $ model <chr> "Sierra 1500 Crew Cab Slt", "Silverado 1500", "Silvera…
## $ condition <chr> "good", "good", "good", "good", "excellent", "good", "…
## $ cylinders <chr> "8 cylinders", "8 cylinders", "8 cylinders", "8 cylind…
## $ fuel <chr> "gas", "gas", "gas", "gas", "gas", "gas", "gas", "gas"…
## $ odometer <dbl> 57923, 71229, 19160, 41124, 128000, 68696, 29499, 4300…
## $ title_status <chr> "clean", "clean", "clean", "clean", "clean", "clean", …
## $ transmission <chr> "other", "other", "other", "other", "automatic", "othe…
## $ drive <chr> "unknown", "unknown", "unknown", "4WD", "rwd", "4wd", …
## $ type <chr> "pickup", "pickup", "pickup", "pickup", "truck", "pick…
## $ paint_color <chr> "white", "blue", "red", "red", "black", "black", "silv…
## $ posting_date <chr> "2021-05-04", "2021-05-04", "2021-05-04", "2021-05-04"…
## $ price <int64> 33590, 22590, 39590, 30990, 15000, 27990, 34590, 350…
## $ description <chr> "Carvana is the safer way to buy a car During these un…
## $ cylinders_clean <int> 8, 8, 8, 8, 6, 8, 6, 6, 6, 8, 6, 6, 6, NA, NA, 8, NA, …
Creating New Variable Price/Odometer
#change price type to mutate new column for new variable
cars_clean$price <- as.double(cars_clean$price)
#mutate new variable
cars_clean_pm <- cars_clean %>% mutate(pm = cars$price/cars$odometer)
## Warning in `/.integer64`(cars$price, cars$odometer): NAs produced by integer64
## overflow
glimpse(cars_clean_pm)
## Rows: 400,870
## Columns: 21
## $ id <int64> 7316814884, 7316814758, 7316814989, 7316743432, 7316…
## $ region <chr> "auburn", "auburn", "auburn", "auburn", "auburn", "aub…
## $ city <chr> "Auburn", "Auburn", "Auburn", "Auburn", "Auburn", "Aub…
## $ state <chr> "al", "al", "al", "al", "al", "al", "al", "al", "al", …
## $ year <int> 2014, 2010, 2020, 2017, 2013, 2012, 2016, 2019, 2016, …
## $ manufacturer <chr> "Gmc", "Chevrolet", "Chevrolet", "Toyota", "Ford", "Gm…
## $ model <chr> "Sierra 1500 Crew Cab Slt", "Silverado 1500", "Silvera…
## $ condition <chr> "good", "good", "good", "good", "excellent", "good", "…
## $ cylinders <chr> "8 cylinders", "8 cylinders", "8 cylinders", "8 cylind…
## $ fuel <chr> "gas", "gas", "gas", "gas", "gas", "gas", "gas", "gas"…
## $ odometer <dbl> 57923, 71229, 19160, 41124, 128000, 68696, 29499, 4300…
## $ title_status <chr> "clean", "clean", "clean", "clean", "clean", "clean", …
## $ transmission <chr> "other", "other", "other", "other", "automatic", "othe…
## $ drive <chr> "unknown", "unknown", "unknown", "4WD", "rwd", "4wd", …
## $ type <chr> "pickup", "pickup", "pickup", "pickup", "truck", "pick…
## $ paint_color <chr> "white", "blue", "red", "red", "black", "black", "silv…
## $ posting_date <chr> "2021-05-04", "2021-05-04", "2021-05-04", "2021-05-04"…
## $ price <dbl> 33590, 22590, 39590, 30990, 15000, 27990, 34590, 35000…
## $ description <chr> "Carvana is the safer way to buy a car During these un…
## $ cylinders_clean <int> 8, 8, 8, 8, 6, 8, 6, 6, 6, 8, 6, 6, 6, NA, NA, 8, NA, …
## $ pm <dbl> 0.5799078, 0.3171461, 2.0662839, 0.7535746, 0.1171875,…
Correlation matrix for collinearity check
cars_clean_pm$fuel <- as.factor(cars_clean_pm$fuel)
cars_clean_pm$title_status <- as.factor(cars_clean_pm$title_status)
cars_clean_pm$transmission <- as.factor(cars_clean_pm$transmission)
cars_sub <- select(cars_clean_pm,year,cylinders_clean,fuel,odometer,title_status,transmission,price)
glimpse(cars_sub)
## Rows: 400,870
## Columns: 7
## $ year <int> 2014, 2010, 2020, 2017, 2013, 2012, 2016, 2019, 2016, …
## $ cylinders_clean <int> 8, 8, 8, 8, 6, 8, 6, 6, 6, 8, 6, 6, 6, NA, NA, 8, NA, …
## $ fuel <fct> gas, gas, gas, gas, gas, gas, gas, gas, gas, gas, gas,…
## $ odometer <dbl> 57923, 71229, 19160, 41124, 128000, 68696, 29499, 4300…
## $ title_status <fct> clean, clean, clean, clean, clean, clean, clean, clean…
## $ transmission <fct> other, other, other, other, automatic, other, other, a…
## $ price <dbl> 33590, 22590, 39590, 30990, 15000, 27990, 34590, 35000…
model.matrix(~0+., data=cars_sub) %>%
cor(use="pairwise.complete.obs") %>%
ggcorrplot(show.diag=F,type="full",lab=TRUE, lab_size = 2,ggtheme = ggplot2::theme_gray(),colors = c("#6D9EC1", "white", "#E46726"),tl.srt=90, tl.cex=8, hc.order=TRUE, insig="blank")
# car_num <- select_if(cars,is.numeric)
# head(car_num)
# correl <- cor(car_num[-1])
# corrplot(correl,addCoef.col = 'black')
Create Linear Regression Model, test
cars$price <- as.double(cars$price)
lin <- lm(price ~ year + odometer, data = cars)
summary(lin)
##
## Call:
## lm(formula = price ~ year + odometer, data = cars)
##
## Residuals:
## Min 1Q Median 3Q Max
## -747576 -73016 -36474 -7164 3736836958
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.234e+07 4.229e+06 2.919 0.00351 **
## year -6.105e+03 2.101e+03 -2.905 0.00367 **
## odometer 3.743e-03 9.162e-02 0.041 0.96741
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 11290000 on 400867 degrees of freedom
## Multiple R-squared: 2.19e-05, Adjusted R-squared: 1.692e-05
## F-statistic: 4.391 on 2 and 400867 DF, p-value: 0.01239
Comment Per result tested on linear regression model above, we can see odometer which has p=0.9 that is greater than typical significant value p=0.05. Thus, it might be not a relevant variable to use.
Plot scatter/residual plots to spot non-linearity and outliers/high-leverage points
plot(lin,which=1:5)
Plot price trends in different states of USA
price_trend <- cars_clean_pm %>% group_by(state) %>%summarize(average_price=mean(price))
ggplot(price_trend, aes(x=reorder(state,-log(average_price)),y=log(average_price))) + geom_bar(stat="identity",fill="steelblue") + labs(x="state")
Plot box-plot to detect outliers/influential points across US states
ggplot(cars_clean_pm,aes(x=state,y=log(price))) + geom_boxplot(fill="steelblue")
## Warning: Removed 28561 rows containing non-finite values (stat_boxplot).
Market share of TOP 10 manufacturers
top_10 <- cars %>% group_by(manufacturer) %>% summarize(count=n()) %>% arrange(desc(count)) %>% top_n(10)
## Selecting by count
top_10
## # A tibble: 10 × 2
## manufacturer count
## <chr> <int>
## 1 Ford 68304
## 2 Chevrolet 52024
## 3 Toyota 32754
## 4 Honda 20497
## 5 Nissan 18217
## 6 Jeep 18210
## 7 Ram 17618
## 8 Gmc 16070
## 9 Bmw 14156
## 10 Dodge 12806
ggplot(top_10,aes(x=reorder(manufacturer,-count),y=count)) + geom_bar(stat='identity',fill='steelblue') + labs(x="Manufacturer")
Type of car and fuel
car_type <- cars %>% group_by(fuel,type) %>% summarize(count=n()) %>% arrange(desc(count)) %>% top_n(10)
## Selecting by count
car_type
## # A tibble: 50 × 3
## # Groups: fuel [5]
## fuel type count
## <chr> <chr> <int>
## 1 gas sedan 77545
## 2 gas suv 73901
## 3 gas unknown 35574
## 4 gas truck 33018
## 5 gas pickup 29916
## 6 gas coupe 17488
## 7 gas van 15891
## 8 diesel truck 15589
## 9 gas other 14380
## 10 gas hatchback 11945
## # … with 40 more rows
ggplot(car_type,aes(fill=fuel,x=reorder(type,-count),y=count)) + geom_bar(stat="identity",position="stack") + labs(x="Type")
Condition vs Year relationship
ggplot(cars,aes(x=year,y=condition)) + geom_violin(scale='area',fill='steelblue') + geom_boxplot(width=0.1,colors='grey',alpha=0.2)
## Warning: Ignoring unknown parameters: colours
Odometer vs Price relationship
ggplot(cars, aes(x=log(odometer),y=log(price)*1000,color=year))+geom_point() + labs(x='odometer',y='price')
Convert ‘state’ column to upper case and convert ‘posting_date’ to DT
cars$state <- str_to_upper(cars$state)
cars$posting_date <- as.POSIXct(cars$posting_date)
Create single city average from Census data to so we can join to cars
census_grouped <- census %>%
group_by(city, state) %>%
summarise(med_family_income = median(median_income_family),
med_non_family_income = median(median_income_non_family))
Merge ‘cars’ and ‘census’
cars <- left_join(cars, census_grouped, by = c("state", "city"))
Odometer_Filter <- function (df, start_year, mileage, remove_na = TRUE) {
df <- df %>% filter(!is.na(odometer))
mileage_filter <- (df$year <= start_year & df$odometer < mileage)
df <- df %>% filter(!mileage_filter)
return(df)
#' Title: odometer_filter
#'
#' @param df - dataframe
#' @param start_year - ex: 2018 -> filter out all cars before 2018
#' @param mileage - ex: 500 -> filter out cars with odometer values < 500
#' @param remove_na = TRUE {default}. This removes all NA values from the df
#'
#' @return a dataframe with applied filters
#'
#' @examples odometer_test <- odometer_filter(cars_test, 2018, 500)
}
odometer_test <- Odometer_Filter(cars, 2018, 50)
View First 6 Rows of ‘cars’ df
head(cars)
## id region city state year manufacturer model
## 1 7316814884 auburn Auburn AL 2014 Gmc Sierra 1500 Crew Cab Slt
## 2 7316814758 auburn Auburn AL 2010 Chevrolet Silverado 1500
## 3 7316814989 auburn Auburn AL 2020 Chevrolet Silverado 1500 Crew
## 4 7316743432 auburn Auburn AL 2017 Toyota Tundra Double Cab Sr
## 5 7316356412 auburn Auburn AL 2013 Ford F 150 Xlt
## 6 7316343444 auburn Auburn AL 2012 Gmc Sierra 2500 Hd Extended Cab
## condition cylinders fuel odometer title_status transmission drive type
## 1 good 8 cylinders gas 57923 clean other unknown pickup
## 2 good 8 cylinders gas 71229 clean other unknown pickup
## 3 good 8 cylinders gas 19160 clean other unknown pickup
## 4 good 8 cylinders gas 41124 clean other 4WD pickup
## 5 excellent 6 cylinders gas 128000 clean automatic rwd truck
## 6 good 8 cylinders gas 68696 clean other 4wd pickup
## paint_color posting_date price
## 1 white 2021-05-04 33590
## 2 blue 2021-05-04 22590
## 3 red 2021-05-04 39590
## 4 red 2021-05-04 30990
## 5 black 2021-05-03 15000
## 6 black 2021-05-03 27990
## description
## 1 Carvana is the safer way to buy a car During these uncertain times Carvana is dedicated to ensuring safety for all of our customers In addition to our 100 online shopping and selling experience that allows all customers to buy and trade their cars without ever leaving the safety of their house we re providing touchless delivery that make all aspects of our process even safer Now you can get the car you want and trade in your old one while avoiding person to person contact with our friendly advocates There are some things that can t be put off And if buying a car is one of them know that we re doing everything we can to keep you keep moving while continuing to put your health safety and happiness first Vehicle Stock 2000909557📱 Want to instantly check this car s availability Call us at 334 758 9176Just text that stock number to 855 976 4304 or head to http www carvanaauto com 7171237 74502 and plug it into the search bar Get PRE QUALIFIED for your auto loan in 2 minutes no hit to your credit http finance carvanaauto com 7171237 74502Looking for more cars like this one We have 63 GMC Sierra 1500 Crew Cab in stock for as low as $23990 Why buy with Carvana We have one standard the highest Take a look at just some of the qualifications all of our cars must meet before we list them 150 POINT INSPECTION We put each vehicle through a 150 point inspection so that you can be 100 confident in its quality and safety See everything that goes into our inspections at http www carvanaauto com 7171237 74502NO REPORTED ACCIDENTS We do not sell cars that have been in a reported accident or have a frame or structural damage 7 DAY TEST OWN MONEY BACK GUARANTEE Every Carvana car comes with a 7 day money back guarantee Why It takes more than 15 minutes to make a decision on your next car Learn more about test owning at http about carvanaauto comFLEXIBLE FINANCING TRADE INS WELCOME We re all about real time financing without the middle man Need financing Pick a combination of down and monthly payments that work for you Have a trade in We ll give you a value in 2 minutes Check out everything about our financing at http finance carvanaauto com 7171237 74502COST SAVINGS Carvana s business model has fewer expenses and no bloated fees compared to your local dealership See how much we can save you at http about carvanaauto comPREMIUM DETAIL We go the extra mile so that your car is looking as good as new There are a lot of specifics that we won t list here we wash clean buff paint polish wax seal but trust us that when your car arrives it s going to look sweet Vehicle Info for Stock 2000909557Trim SLT Pickup 4D 5 3 4 ft pickupMileage 57k milesExterior Color WhiteInterior Color Lt BrownEngine EcoTec3 5 3L Flex Fuel V8 355hp 383ft lbs Drive Two Wheel DriveTransmission VIN 3GTP1VEC4EG551563Dealer Disclosure Price excludes tax title and registration which we handle for you Disclaimer You agree that by providing your phone number Carvana or Carvana s authorized representatives may call and or send text messages including by using equipment to automatically dial telephone numbers about your interest in a purchase for marketing sales purposes or for any other servicing or informational purpose related to your account You do not have to consent to receiving calls or texts to purchase from Carvana While every reasonable effort is made to ensure the accuracy of the information for this GMC Sierra 1500 Crew Cab we are not responsible for any errors or omissions contained in this ad Please verify any information in question with Carvana at 334 758 9176 Including but not limited to Bridgecrest Credit Company GO Financial and SilverRock Automotive GMC Sierra 1500 Crew Cab Base GMC Sierra 1500 Crew Cab SLE GMC Sierra 1500 Crew Cab SLT GMC Sierra 1500 Crew Cab Denali GMC Sierra 1500 Crew Cab Work Truck 4x2 GMC Sierra 1500 Crew Cab 4x4 Crew Cab GMC Sierra 1500 Crew Cab Regular Cab Extended Cab Truck 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 22 21 19 18 17 16 15 14 13 12 11 10 09 08 07 06 05 04 03 02 01 00
## 2 Carvana is the safer way to buy a car During these uncertain times Carvana is dedicated to ensuring safety for all of our customers In addition to our 100 online shopping and selling experience that allows all customers to buy and trade their cars without ever leaving the safety of their house we re providing touchless delivery that make all aspects of our process even safer Now you can get the car you want and trade in your old one while avoiding person to person contact with our friendly advocates There are some things that can t be put off And if buying a car is one of them know that we re doing everything we can to keep you keep moving while continuing to put your health safety and happiness first Vehicle Stock 2000977114📱 Want to instantly check this car s availability Call us at 334 758 9176Just text that stock number to 855 976 4304 or head to http www carvanaauto com 7163375 74502 and plug it into the search bar Get PRE QUALIFIED for your auto loan in 2 minutes no hit to your credit http finance carvanaauto com 7163375 74502Looking for more cars like this one We have 10 Chevrolet Silverado 1500 Extended Cab in stock for as low as $20990 Why buy with Carvana We have one standard the highest Take a look at just some of the qualifications all of our cars must meet before we list them 150 POINT INSPECTION We put each vehicle through a 150 point inspection so that you can be 100 confident in its quality and safety See everything that goes into our inspections at http www carvanaauto com 7163375 74502NO REPORTED ACCIDENTS We do not sell cars that have been in a reported accident or have a frame or structural damage 7 DAY TEST OWN MONEY BACK GUARANTEE Every Carvana car comes with a 7 day money back guarantee Why It takes more than 15 minutes to make a decision on your next car Learn more about test owning at http about carvanaauto comFLEXIBLE FINANCING TRADE INS WELCOME We re all about real time financing without the middle man Need financing Pick a combination of down and monthly payments that work for you Have a trade in We ll give you a value in 2 minutes Check out everything about our financing at http finance carvanaauto com 7163375 74502COST SAVINGS Carvana s business model has fewer expenses and no bloated fees compared to your local dealership See how much we can save you at http about carvanaauto comPREMIUM DETAIL We go the extra mile so that your car is looking as good as new There are a lot of specifics that we won t list here we wash clean buff paint polish wax seal but trust us that when your car arrives it s going to look sweet Vehicle Info for Stock 2000977114Trim LT Pickup 4D 6 1 2 ft pickupMileage 71k milesExterior Color BlueInterior Color BlackEngine Vortec 5 3L Flex Fuel V8 315hp 335ft lbs Drive Two Wheel DriveTransmission VIN 1GCSCSE06AZ123805Dealer Disclosure Price excludes tax title and registration which we handle for you Disclaimer You agree that by providing your phone number Carvana or Carvana s authorized representatives may call and or send text messages including by using equipment to automatically dial telephone numbers about your interest in a purchase for marketing sales purposes or for any other servicing or informational purpose related to your account You do not have to consent to receiving calls or texts to purchase from Carvana While every reasonable effort is made to ensure the accuracy of the information for this Chevrolet Silverado 1500 Extended Cab we are not responsible for any errors or omissions contained in this ad Please verify any information in question with Carvana at 334 758 9176 Including but not limited to Bridgecrest Credit Company GO Financial and SilverRock Automotive Chevrolet Silverado 1500 Extended Cab Chevy Chevrolet Silverado 1500 Extended Cab HD Crew Cab LS Pickup Chevrolet Silverado 1500 Extended Cab LS Chevrolet Silverado 1500 Extended Cab LT Chevrolet Silverado 1500 Extended Cab LTZ Chevrolet Silverado 1500 Extended Cab LT1 Chevrolet Silverado 1500 Extended Cab Crew Cab Chevrolet Silverado 1500 Extended Cab XtraCab Chevrolet Silverado 1500 Extended Cab 2500HD Classic Pick up 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 22 21 19 18 17 16 15 14 13 12 11 10 09 08 07 06 05 04 03 02 01 00
## 3 Carvana is the safer way to buy a car During these uncertain times Carvana is dedicated to ensuring safety for all of our customers In addition to our 100 online shopping and selling experience that allows all customers to buy and trade their cars without ever leaving the safety of their house we re providing touchless delivery that make all aspects of our process even safer Now you can get the car you want and trade in your old one while avoiding person to person contact with our friendly advocates There are some things that can t be put off And if buying a car is one of them know that we re doing everything we can to keep you keep moving while continuing to put your health safety and happiness first Vehicle Stock 2000948059📱 Want to instantly check this car s availability Call us at 334 758 9176Just text that stock number to 855 976 4304 or head to http www carvanaauto com 6965441 74502 and plug it into the search bar Get PRE QUALIFIED for your auto loan in 2 minutes no hit to your credit http finance carvanaauto com 6965441 74502Looking for more cars like this one We have 144 Chevrolet Silverado 1500 Crew Cab in stock for as low as $20990 Why buy with Carvana We have one standard the highest Take a look at just some of the qualifications all of our cars must meet before we list them 150 POINT INSPECTION We put each vehicle through a 150 point inspection so that you can be 100 confident in its quality and safety See everything that goes into our inspections at http www carvanaauto com 6965441 74502NO REPORTED ACCIDENTS We do not sell cars that have been in a reported accident or have a frame or structural damage 7 DAY TEST OWN MONEY BACK GUARANTEE Every Carvana car comes with a 7 day money back guarantee Why It takes more than 15 minutes to make a decision on your next car Learn more about test owning at http about carvanaauto comFLEXIBLE FINANCING TRADE INS WELCOME We re all about real time financing without the middle man Need financing Pick a combination of down and monthly payments that work for you Have a trade in We ll give you a value in 2 minutes Check out everything about our financing at http finance carvanaauto com 6965441 74502COST SAVINGS Carvana s business model has fewer expenses and no bloated fees compared to your local dealership See how much we can save you at http about carvanaauto comPREMIUM DETAIL We go the extra mile so that your car is looking as good as new There are a lot of specifics that we won t list here we wash clean buff paint polish wax seal but trust us that when your car arrives it s going to look sweet Vehicle Info for Stock 2000948059Trim LT Pickup 4D 5 3 4 ft pickupMileage 19k milesExterior Color RedInterior Color BLACKEngine EcoTec3 5 3L V8 355hp 383ft lbs Drive Two Wheel DriveTransmission VIN 3GCPWCED5LG130317Dealer Disclosure Price excludes tax title and registration which we handle for you Disclaimer You agree that by providing your phone number Carvana or Carvana s authorized representatives may call and or send text messages including by using equipment to automatically dial telephone numbers about your interest in a purchase for marketing sales purposes or for any other servicing or informational purpose related to your account You do not have to consent to receiving calls or texts to purchase from Carvana While every reasonable effort is made to ensure the accuracy of the information for this Chevrolet Silverado 1500 Crew Cab we are not responsible for any errors or omissions contained in this ad Please verify any information in question with Carvana at 334 758 9176 Including but not limited to Bridgecrest Credit Company GO Financial and SilverRock Automotive Chevrolet Silverado 1500 Crew Cab Chevy Chevrolet Silverado 1500 Crew Cab HD Crew Cab LS Pickup Chevrolet Silverado 1500 Crew Cab LS Chevrolet Silverado 1500 Crew Cab LT Chevrolet Silverado 1500 Crew Cab LTZ Chevrolet Silverado 1500 Crew Cab LT1 Chevrolet Silverado 1500 Crew Cab Crew Cab Chevrolet Silverado 1500 Crew Cab XtraCab Chevrolet Silverado 1500 Crew Cab 2500HD Classic Pick up 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 22 21 19 18 17 16 15 14 13 12 11 10 09 08 07 06 05 04 03 02 01 00
## 4 Carvana is the safer way to buy a car During these uncertain times Carvana is dedicated to ensuring safety for all of our customers In addition to our 100 online shopping and selling experience that allows all customers to buy and trade their cars without ever leaving the safety of their house we re providing touchless delivery that make all aspects of our process even safer Now you can get the car you want and trade in your old one while avoiding person to person contact with our friendly advocates There are some things that can t be put off And if buying a car is one of them know that we re doing everything we can to keep you keep moving while continuing to put your health safety and happiness first Vehicle Stock 2000905180📱 Want to instantly check this car s availability Call us at 334 758 9176Just text that stock number to 855 976 4304 or head to http www carvanaauto com 6964121 74502 and plug it into the search bar Get PRE QUALIFIED for your auto loan in 2 minutes no hit to your credit http finance carvanaauto com 6964121 74502Looking for more cars like this one We have 24 Toyota Tundra Double Cab in stock for as low as $23990 Why buy with Carvana We have one standard the highest Take a look at just some of the qualifications all of our cars must meet before we list them 150 POINT INSPECTION We put each vehicle through a 150 point inspection so that you can be 100 confident in its quality and safety See everything that goes into our inspections at http www carvanaauto com 6964121 74502NO REPORTED ACCIDENTS We do not sell cars that have been in a reported accident or have a frame or structural damage 7 DAY TEST OWN MONEY BACK GUARANTEE Every Carvana car comes with a 7 day money back guarantee Why It takes more than 15 minutes to make a decision on your next car Learn more about test owning at http about carvanaauto comFLEXIBLE FINANCING TRADE INS WELCOME We re all about real time financing without the middle man Need financing Pick a combination of down and monthly payments that work for you Have a trade in We ll give you a value in 2 minutes Check out everything about our financing at http finance carvanaauto com 6964121 74502COST SAVINGS Carvana s business model has fewer expenses and no bloated fees compared to your local dealership See how much we can save you at http about carvanaauto comPREMIUM DETAIL We go the extra mile so that your car is looking as good as new There are a lot of specifics that we won t list here we wash clean buff paint polish wax seal but trust us that when your car arrives it s going to look sweet Vehicle Info for Stock 2000905180Trim SR Pickup 4D 6 1 2 ft pickupMileage 41k milesExterior Color RedInterior Color GRAYEngine 4 6L V8 310hp 327ft lbs Drive Two Wheel DriveTransmission VIN 5TFRM5F17HX120972Dealer Disclosure Price excludes tax title and registration which we handle for you Disclaimer You agree that by providing your phone number Carvana or Carvana s authorized representatives may call and or send text messages including by using equipment to automatically dial telephone numbers about your interest in a purchase for marketing sales purposes or for any other servicing or informational purpose related to your account You do not have to consent to receiving calls or texts to purchase from Carvana While every reasonable effort is made to ensure the accuracy of the information for this Toyota Tundra Double Cab we are not responsible for any errors or omissions contained in this ad Please verify any information in question with Carvana at 334 758 9176 Including but not limited to Bridgecrest Credit Company GO Financial and SilverRock Automotive Toyota Tundra Double Cab 2WD Truck Toyota Tundra Double Cab 4WD Toyota Tundra Double Cab Access Cab Limited Toyota Tundra Double Cab Access Cab SR5 Toyota Tundra Double Cab CrewMax Limited Toyota Tundra Double Cab CrewMax Toyota Tundra Double Cab CrewMax SR5 Toyota Tundra Double Cab Double Cab Toyota Tundra Double Cab Double Cab Limited Toyota Tundra Double Cab Double Cab SR5 Toyota Tundra Double Cab Regular Cab Toyota Tundra Double Cab SR Toyota Tundra Double Cab Platinum Toyota Tundra Double Cab electric hybrid Pickup 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 22 21 19 18 17 16 15 14 13 12 11 10 09 08 07 06 05 04 03 02 01 00
## 5 2013 F 150 XLT V6 4 Door Good condition Leveling kit New Tires
## 6 Carvana is the safer way to buy a car During these uncertain times Carvana is dedicated to ensuring safety for all of our customers In addition to our 100 online shopping and selling experience that allows all customers to buy and trade their cars without ever leaving the safety of their house we re providing touchless delivery that make all aspects of our process even safer Now you can get the car you want and trade in your old one while avoiding person to person contact with our friendly advocates There are some things that can t be put off And if buying a car is one of them know that we re doing everything we can to keep you keep moving while continuing to put your health safety and happiness first Vehicle Stock 2000839840📱 Want to instantly check this car s availability Call us at 334 758 9176Just text that stock number to 855 976 4304 or head to http www carvanaauto com 7164202 74502 and plug it into the search bar Get PRE QUALIFIED for your auto loan in 2 minutes no hit to your credit http finance carvanaauto com 7164202 74502Looking for more cars like this one We have 1 GMC Sierra 2500 HD Extended Cab in stock for as low as $27990 Why buy with Carvana We have one standard the highest Take a look at just some of the qualifications all of our cars must meet before we list them 150 POINT INSPECTION We put each vehicle through a 150 point inspection so that you can be 100 confident in its quality and safety See everything that goes into our inspections at http www carvanaauto com 7164202 74502NO REPORTED ACCIDENTS We do not sell cars that have been in a reported accident or have a frame or structural damage 7 DAY TEST OWN MONEY BACK GUARANTEE Every Carvana car comes with a 7 day money back guarantee Why It takes more than 15 minutes to make a decision on your next car Learn more about test owning at http about carvanaauto comFLEXIBLE FINANCING TRADE INS WELCOME We re all about real time financing without the middle man Need financing Pick a combination of down and monthly payments that work for you Have a trade in We ll give you a value in 2 minutes Check out everything about our financing at http finance carvanaauto com 7164202 74502COST SAVINGS Carvana s business model has fewer expenses and no bloated fees compared to your local dealership See how much we can save you at http about carvanaauto comPREMIUM DETAIL We go the extra mile so that your car is looking as good as new There are a lot of specifics that we won t list here we wash clean buff paint polish wax seal but trust us that when your car arrives it s going to look sweet Vehicle Info for Stock 2000839840Trim SLE Pickup 4D 6 1 2 ft pickupMileage 68k milesExterior Color BlackInterior Color BLACKEngine 6 0L V8 360hp 380ft lbs Drive 4wdTransmission Automatic 6 Spd HD w OverdriveVIN 1GT220CG8CZ231238Dealer Disclosure Price excludes tax title and registration which we handle for you Disclaimer You agree that by providing your phone number Carvana or Carvana s authorized representatives may call and or send text messages including by using equipment to automatically dial telephone numbers about your interest in a purchase for marketing sales purposes or for any other servicing or informational purpose related to your account You do not have to consent to receiving calls or texts to purchase from Carvana While every reasonable effort is made to ensure the accuracy of the information for this GMC Sierra 2500 HD Extended Cab we are not responsible for any errors or omissions contained in this ad Please verify any information in question with Carvana at 334 758 9176 Including but not limited to Bridgecrest Credit Company GO Financial and SilverRock Automotive GMC Sierra 2500 HD Extended Cab Base GMC Sierra 2500 HD Extended Cab SLE GMC Sierra 2500 HD Extended Cab SLT GMC Sierra 2500 HD Extended Cab Denali GMC Sierra 2500 HD Extended Cab Work Truck 4x2 GMC Sierra 2500 HD Extended Cab 4x4 Crew Cab GMC Sierra 2500 HD Extended Cab Regular Cab Extended Cab Truck 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 22 21 19 18 17 16 15 14 13 12 11 10 09 08 07 06 05 04 03 02 01 00
## med_family_income med_non_family_income
## 1 79370.5 20746.5
## 2 79370.5 20746.5
## 3 79370.5 20746.5
## 4 79370.5 20746.5
## 5 79370.5 20746.5
## 6 79370.5 20746.5
cars$age <- 2021 - cars$year
Convert ‘state’, ‘manufacturer’, ‘model’ to factor datastructure
cars$state.x <- cars$state %>% factor()
cars$manufacturer <- cars$manufacturer %>% factor()
cars$fuel <- cars$fuel %>% factor()
cars$transmission <- cars$transmission %>% factor()
cars$type <- cars$type %>% factor()
cars$paint_color <- cars$paint_color %>% factor()
cars$drive <- cars$drive %>% factor()
cars$title_status <- cars$title_status %>% factor()
Convert ‘condition’ to ordered factor
cars %>% count(condition)
## condition n
## 1 excellent 91526
## 2 fair 6178
## 3 good 118651
## 4 like new 20243
## 5 new 1152
## 6 salvage 546
## 7 unknown 162574
condition_order <- c('unknown', 'salvage', 'fair', 'good', 'excellent', 'like new', 'new')
cars$condition <- cars$condition %>% factor(levels = condition_order)
Clean “cylinder” Variable
#- convert to ordered factor data structure
cars %>% count(cylinders)
## cylinders n
## 1 10 cylinders 1373
## 2 12 cylinders 184
## 3 3 cylinders 608
## 4 4 cylinders 73044
## 5 5 cylinders 1634
## 6 6 cylinders 89152
## 7 8 cylinders 67599
## 8 unknown 167276
cylinder_levels <- c("un", "3", "4", "5", "6", "8", "10", "12")
cars$cylinders <- factor(str_trim(substr(cars$cylinders, start = 1, stop = 2)), levels = cylinder_levels)
cars %>% count(cylinders)
## cylinders n
## 1 un 167276
## 2 3 608
## 3 4 73044
## 4 5 1634
## 5 6 89152
## 6 8 67599
## 7 10 1373
## 8 12 184
Convert Price to Numeric
cars$price <- cars$price %>% as.double()
Open DF in Radiant for Exploratory Analysis and Modeling
#radiant::radiant()
manuf_bar_plot <- cars %>%
group_by(manufacturer) %>%
summarise(count = n()) %>%
filter(count > 1000) %>%
ggplot(aes(x = reorder(manufacturer, (count)), y = count)) +
#theme(aspect.ratio = .6) +
theme(plot.margin = unit(c(.5,.5,.5,.5), "cm")) +
geom_bar(stat = "identity", width = .5, fill = "cadetblue3") +
labs(x = "Manufacturer", y = "Count", title = "Count of Manufacturers") +
ylim(c(0,80000)) +
coord_flip()
# aspect_ratio <- 2.5
# height <- 9
# ggsave("manuf_bar_plot.png", plot = manuf_bar_plot, width = 7 * aspect_ratio, height = 7, units = "in", dpi = 300)
plot(manuf_bar_plot)
cars %>% filter(manufacturer == "Ford") %>%
count(model)
## model
## 1 Ect
## 2 Mustang
## 3 150 Xlt
## 4 2012 2013 Some 2014 Models
## 5 350
## 6 Ford Focus
## 7 Ford Focus Se
## 8 T
## 9 Vmi Conversion Van
## 10 0
## 11 06 Ranger
## 12 08 Mustang Gt
## 13 100
## 14 123357
## 15 15 Passenger Shuttle Van
## 16 150
## 17 150 4wd
## 18 150 4x4
## 19 150 Full Size Van I
## 20 150 Xlt
## 21 150 Xlt 4x4
## 22 163869
## 23 1928 Ford Pickup Truck
## 24 1929 Ford
## 25 1930 Shay Repoduction
## 26 1931
## 27 1931 Model A
## 28 1931 Studebaker
## 29 1947 Divco Milk Truck
## 30 1949 Diamond T
## 31 1949 Olds 98
## 32 1949 Plymouth P 19 Suburban
## 33 1951 Studebaker 2r5 Pick Up
## 34 1952
## 35 1953 Customline
## 36 1953 Victoria
## 37 1954 Skyline
## 38 1955 Thunderbird
## 39 1959 F 100
## 40 1961 F100
## 41 1962 Fordthunderbird
## 42 1965 Falcon
## 43 1965 Shelby Cobra
## 44 1965 Thunderbird
## 45 1966 Shelby Cobra
## 46 1967 Fordvan
## 47 1967 Mustang
## 48 1968 F250
## 49 1969
## 50 1969 F250 F100
## 51 1971 Detomaso Pantera
## 52 1971 F 350
## 53 1977 F 350 Super Cab
## 54 1978 Bronco
## 55 1978 Van
## 56 1982
## 57 1987 Bronco Ii
## 58 1987 F150
## 59 1988ford Ranger Xlt
## 60 1992
## 61 1995 Ambulance
## 62 1996 Z28
## 63 1997 Ranger
## 64 1998 E350
## 65 1998 Jagure Convertible Xk8
## 66 1998 Mustang
## 67 1999
## 68 1999 F 350 Super Duty Xlt
## 69 1999 Ply Prowler
## 70 1fahp2ew0ag138207
## 71 1ftex08l6vkb69788
## 72 2 Door Sedan
## 73 2 Dr Sedan
## 74 2 Dr Victoria
## 75 2000
## 76 2000 F150 4x4 5 Speed
## 77 2000 F250
## 78 2000 Ford250 4 4 7 3
## 79 2001 Ford F350
## 80 2002
## 81 2002 F350
## 82 2003 F250
## 83 2003fordescape
## 84 2004 F150 Xlt
## 85 2004 F250
## 86 2004 F350 Super Duty
## 87 2005 Mustang Gt
## 88 2005 Taurus
## 89 2006
## 90 2006 Ford F150
## 91 2006 Fordtaurus
## 92 2007 F0rd Escape
## 93 2007 Forde150
## 94 2008 F350
## 95 2008 F350 Dually
## 96 2008ford F250
## 97 2009 F 250 6 4l W Plow
## 98 2010
## 99 2011
## 100 2011 Expedition King Ranch
## 101 2011 F 450 4x4 Crew Cab In Closed Utility
## 102 2011 F450 F750
## 103 2012
## 104 2012 F 150 Lariat Supercrew
## 105 2012 F350
## 106 2012 Mustang
## 107 2013 Explorer Interceptor
## 108 2013 F150 King Ranch
## 109 2013 F350 Platinum 6 7
## 110 2013 F450 F750
## 111 2013 Svt Raptor
## 112 2015
## 113 2016
## 114 2016 F45 750
## 115 2016 F45 F750
## 116 2016 F450 750
## 117 2016 F450 F750
## 118 2016 V6 Mustang
## 119 2017
## 120 2017 F 350 Ex Cab Service Utility Truck
## 121 2017 F350
## 122 2018
## 123 2018 F 250 4x4 Crew Cab Flatbed Truck
## 124 2019 Raptor
## 125 2020 Transit T250 High Roof
## 126 23 T
## 127 24 Ft
## 128 250
## 129 250 Super Duty Xl
## 130 250 Xlt
## 131 2dr Sedan
## 132 3 Window Pro Street Coupe
## 133 34 Tudor
## 134 350
## 135 350 4×4 Dauly
## 136 350 Closed Utility
## 137 350 Super Duty Van
## 138 350 Transit High Roof
## 139 3500
## 140 3500 Sprinter Limo
## 141 3500 Triton V8 Band
## 142 4 Door 4 Dr 4door 4dr
## 143 450 750
## 144 450 Tow Truck Wrecker
## 145 460
## 146 4wd F 150 King Ranch
## 147 4x4 Van
## 148 5 Window Coupe
## 149 500
## 150 500 Limited
## 151 500 Sedan
## 152 550
## 153 550sd
## 154 64 Hawk
## 155 65 Marlin
## 156 68
## 157 7 3 4x4 Longbed
## 158 7 Litre 428
## 159 700
## 160 750
## 161 750 Dump
## 162 78 F150 Ranger
## 163 8000
## 164 8n
## 165 9000
## 166 97 Cobra
## 167 A
## 168 Accord Civic
## 169 Aero Max L9000
## 170 Aerostar
## 171 Aerostar Van
## 172 Aerostar Van Xlt
## 173 Aerostar Xlt
## 174 All Cars
## 175 All Makes And Models
## 176 All Models
## 177 Am General Humvee
## 178 Ambulette
## 179 American Lafrance Fire Truck
## 180 And Freightliner
## 181 And Newer All Makes And Models
## 182 And Up
## 183 Anglia Thames
## 184 Ask For Tom Dauphin
## 185 Aspire
## 186 Auto4you
## 187 Beonco
## 188 Bhph Inhouse
## 189 Blue 64 Sprint Convertible
## 190 Blue Bird All American
## 191 Bonco Ll
## 192 Boom Truck
## 193 Box Truck
## 194 Boyertown
## 195 Bronco
## 196 Bronco 2
## 197 Bronco 2 Ranger Xl
## 198 Bronco 4wd
## 199 Bronco 4x4
## 200 Bronco Eddie Bauer
## 201 Bronco Ii
## 202 Bronco Sport
## 203 Bronco Sport 4wd
## 204 Bronco Sport Badlands 4x4
## 205 Bronco Xl
## 206 Bronco Xlt
## 207 Bronco Xlt 4x4
## 208 Bus
## 209 Business Coupe
## 210 Buy Here Pay Here
## 211 By Rackit
## 212 C
## 213 C Max Se Hybrid
## 214 C 700 Tilt Cab
## 215 C Max
## 216 C Max Energi
## 217 C Max Energi Hatchback Se
## 218 C Max Energi Hatchback Sel
## 219 C Max Energi Se
## 220 C Max Energi Se Fwd
## 221 C Max Energi Sel
## 222 C Max Energi Sel Wagon 4d
## 223 C Max Energi Titanium
## 224 C Max Hybrid
## 225 C Max Hybrid Se
## 226 C Max Hybrid Se Wagon
## 227 C Max Hybrid Se Wagon 4d
## 228 C Max Hybrid Sel
## 229 C Max Hybrid Sel Wagon 4d
## 230 C Max Hybrid Titanium Wagon
## 231 C Max R4452a
## 232 C Max R4512
## 233 C Max Se
## 234 C Max Se Hybrid
## 235 C Max Se Wagon
## 236 C Max Sel
## 237 C Max Sel Hybrid
## 238 C800
## 239 Cabriolet
## 240 Caddilac Cts
## 241 Capri
## 242 Car Truck Hot Rod
## 243 Car Trucks And Suv S
## 244 Cargo
## 245 Cargo Commercial Truck
## 246 Cargo Van
## 247 Cargo Van L32 Ooo
## 248 Carpenter Bus
## 249 Cars And Suvs
## 250 Certified Edge P4427
## 251 Cf8000
## 252 Charger Tahoe Crown Vic
## 253 Charger Tahoe Explorer
## 254 Chev Corvette
## 255 Chev Ford
## 256 Cheverolet Camaro Rs
## 257 Cheverolet Colorado
## 258 Chevey Astro Van
## 259 Chevorlet Camaro Z28
## 260 Chevy Ford International
## 261 Chevy Ford Kia Bmw Jeep Gmc
## 262 Chovrolet Silvrado
## 263 Chrylser Town Country Touring
## 264 Club Coupe
## 265 Club Sedan
## 266 Club Wagon
## 267 Club Wagon Chateau
## 268 Clubwagon
## 269 Clubwagon Van
## 270 Cmax
## 271 Cmax Energi
## 272 Cmax Hybrid
## 273 Coachmen
## 274 Coe
## 275 Coe7000
## 276 Commercial Chassis
## 277 Commercial E450
## 278 Commercial F650
## 279 Commercial Transit Commerci
## 280 Connect Xlt
## 281 Consul Capri
## 282 Contour
## 283 Contour Cse
## 284 Contour Se Sport
## 285 Contour Svt
## 286 Convert
## 287 Convertable
## 288 Convertible
## 289 Convt
## 290 Corvette Cuda Mustang
## 291 Corvettes Classics Exotics
## 292 Couier
## 293 Country Sedan
## 294 Country Squire
## 295 Country Squire Ltd
## 296 Country Wagon
## 297 Countryauto
## 298 Coupe
## 299 Coupe Super Deluxe
## 300 Courier
## 301 Cresline
## 302 Crestline
## 303 Crestline Sedan
## 304 Crestliner
## 305 Crew Cab Dually 3500
## 306 Criwn Victoria
## 307 Crow Victoria
## 308 Crown Vic
## 309 Crown Vic Interceptor
## 310 Crown Vic P71
## 311 Crown Vic Police
## 312 Crown Victoria
## 313 Crown Victoria Interceptor
## 314 Crown Victoria Ltd
## 315 Crown Victoria Lx
## 316 Crown Victoria Lx Special
## 317 Crown Victoria Lx Sport
## 318 Crown Victoria P71
## 319 Crown Victoria Police
## 320 Crown Victoria Police Inter
## 321 Crown Victoria Police P71
## 322 Crown Victoria Police Pkg
## 323 Crown Victoria Policetv
## 324 Custom
## 325 Custom 300
## 326 Custom Club Coupe
## 327 Custom Convertible
## 328 Custom Deluxe
## 329 Custom F150 4x4
## 330 Custom F378
## 331 Custom Sedan V8 Flathead Fwd
## 332 Custom V8 Hemi Convertible
## 333 Customline
## 334 Custonline
## 335 D6
## 336 D7fh173552
## 337 Dege
## 338 Delivery Panel Truck
## 339 Deluxe
## 340 Deluxe Custom
## 341 Deluxe Hardtop Convertible
## 342 Deuce Coupe
## 343 Df250
## 344 Diamler Stright Eight
## 345 Diesel
## 346 Diesel Chasis
## 347 Dually 350
## 348 Dump Truck
## 349 Dump Tuck
## 350 Durango
## 351 E 150
## 352 E 150 Cargo
## 353 E 150 Cargo Van
## 354 E 150 Chateau Van
## 355 E 150 Conversion Van
## 356 E 150 Econoline Van
## 357 E 150 Ecovan
## 358 E 150 Extended
## 359 E 150 Passenger Cargo
## 360 E 150 Reefer Cargo Van
## 361 E 150 Transit
## 362 E 150 Van
## 363 E 150xlt 8 Pass
## 364 E 250
## 365 E 250 Cargo Van
## 366 E 250 Extended Van
## 367 E 250 Super Duty
## 368 E 250 Super Duty Cargo
## 369 E 250 Wheelchair Conversion
## 370 E 250 Wheelchair Van
## 371 E 250 Xlt Econoline Van
## 372 E 350
## 373 E 350 1 Ton Dually
## 374 E 350 12 Foot Stepvan 17 000 Miles
## 375 E 350 4x4 Quadravan
## 376 E 350 Ambulance
## 377 E 350 Box Truck
## 378 E 350 Church Camp Bus
## 379 E 350 Club Wagon
## 380 E 350 Econoline
## 381 E 350 Ext
## 382 E 350 Extended Cargo Van
## 383 E 350 High Top
## 384 E 350 Knapheide Kuv
## 385 E 350 Passenger Van
## 386 E 350 Passenger Van Only 34km
## 387 E 350 Sd Extended Bucket Boom Van
## 388 E 350 Stand Up Box Van
## 389 E 350 Super Duty
## 390 E 350 Turbo Diesel
## 391 E 350 Xl
## 392 E 350 Xl Super Duty
## 393 E 350 Xlt
## 394 E 350 Xlt 12 Pass Van
## 395 E 350 Xlt Econoline Van
## 396 E 350sd
## 397 E 450
## 398 E 450 18 Ft
## 399 E 450 Cutaway E 450 Sd Drw
## 400 E 450 Delivery Box
## 401 E 450 Galvan Universal
## 402 E 450 Super Duty
## 403 E 450 Turtle Top
## 404 E 450sd
## 405 E Series
## 406 E Series Cargo
## 407 E Series Cargo
## 408 E Series Cargo E 150
## 409 E Series Cargo E 250
## 410 E Series Cargo E 350
## 411 E Series Cargo E 350 Sd
## 412 E Series Cargo E 350 Sd 132k Diesel Power Stroke 6 0l Diesel Turbo Cargo Van
## 413 E Series Cargo E350 Super D
## 414 E Series Cargo Van
## 415 E Series Chassis
## 416 E Series Chassis 14 Feet Box
## 417 E Series Chassis E 350
## 418 E Series Chassis E 350 Sd
## 419 E Series Chassis E 450
## 420 E Series Chassis E 450 Sd
## 421 E Series Chassis Gulfstream Conquest
## 422 E Series Cutaway
## 423 E Series Cutaway E 450 Drw
## 424 E Series E 250
## 425 E Series E 350 Sd Bus
## 426 E Series Van
## 427 E Series Van High Roof Wheelchair
## 428 E Series Van E 150
## 429 E Series Van E 250
## 430 E Series Van E 250 Class B Conversion Camper Rv Van Class B Motorhome Campervan High Roof Rv Camper Van Motorhome Great Service History
## 431 E Series Van E 350 Sd Exten
## 432 E Series Van E 450 Gas Motor
## 433 E Series Van E450 Dually Box Van Cube Van 7 5l V8 Gas
## 434 E Series Van Universal By Glaval Designer Luxury Series Conversion Leather 16 Dvd Limo Lighting Bed
## 435 E Series Wagon
## 436 E Series Wagon E 150
## 437 E Series Wagon E 150 Xl
## 438 E Series Wagon E 350
## 439 E Series Wagon E 350 Sd Xl
## 440 E Super Duty
## 441 E Van
## 442 E100
## 443 E100 Econoline Van
## 444 E150
## 445 E150 Cargo
## 446 E150 Cargo Van
## 447 E150 Chateau
## 448 E150 Conversion Van
## 449 E150 Econoline
## 450 E150 Econoline Conversion
## 451 E150 Econoline Van
## 452 E150 Handicap Van
## 453 E150 Super Duty Passenger
## 454 E150 Van
## 455 E150 Xl Passenger Cargo
## 456 E200 A Econoline Van
## 457 E250
## 458 E250 3 4 Ton Cargo Van
## 459 E250 Cargo
## 460 E250 Cargo Vaan
## 461 E250 Cargo Van
## 462 E250 Cargo Van Ext
## 463 E250 Conversion Van
## 464 E250 Econoline
## 465 E250 Econoline Cargo Van
## 466 E250 Econoline Van
## 467 E250 Extended
## 468 E250 Hightop
## 469 E250 Super Duty
## 470 E250 Super Duty Cargo
## 471 E250 V6 4 9l
## 472 E250 Van
## 473 E250 Vans
## 474 E350
## 475 E350 12 Box Truck
## 476 E350 12 Box Van
## 477 E350 12 Passenger Van
## 478 E350 14 Passenger Van
## 479 E350 15 Passenger Van
## 480 E350 16ft Box Truck
## 481 E350 16ft Cutaway Box Loading Ramp
## 482 E350 4500 3500 Savana Express
## 483 E350 Ambulance
## 484 E350 Box
## 485 E350 Box 10
## 486 E350 Box Truck
## 487 E350 Box Van
## 488 E350 Bucket
## 489 E350 Bucket Van
## 490 E350 Bus
## 491 E350 Cargo Van
## 492 E350 Cargo Van E250
## 493 E350 Club Wagon 150 4runner
## 494 E350 Club Wagon Extended
## 495 E350 Cutaway
## 496 E350 Cutaway Box Truck
## 497 E350 Cutaway Bus
## 498 E350 Cutaway Wheelchair Van
## 499 E350 Deisel
## 500 E350 Econoline
## 501 E350 Econoline Cargo
## 502 E350 Econoline Van
## 503 E350 Elkhart Shuttle Coach
## 504 E350 Extended Club Wagon
## 505 E350 Handicap Van
## 506 E350 High Roof Cargo Van
## 507 E350 Passenger Van
## 508 E350 Passenger Van Extended
## 509 E350 Sd
## 510 E350 Sd Ext Cargo Van
## 511 E350 Sd Extended Cargo Van
## 512 E350 Sd Xlt Extended Wagon
## 513 E350 Shuttle Bus
## 514 E350 Slt
## 515 E350 Starcraft Shuttle Bus
## 516 E350 Super Duty
## 517 E350 Super Duty Cargo
## 518 E350 Super Duty Cutaway
## 519 E350 Super Duty Van
## 520 E350 Superduty
## 521 E350 Van
## 522 E350 Van Xlt 15 Passenger
## 523 E350 Wheelchair Passanger V
## 524 E350 Wheelchair Van
## 525 E350 Xl Ext 6 Pass Van
## 526 E350 Xlt
## 527 E350 Xlt Club Wagon
## 528 E350 Xlt Super Duty
## 529 E350sd
## 530 E35o Econoline
## 531 E450
## 532 E450 14 Foot Box Truck
## 533 E450 25pass Bus
## 534 E450 Azure Hybrid Shuttle
## 535 E450 Bus
## 536 E450 Cube Van
## 537 E450 E350
## 538 E450 Limo
## 539 E450 Passenger Bus
## 540 E450 Shuttle Bus
## 541 E450 Step Van
## 542 E450 Super Duty
## 543 E450 Super Duty Bus
## 544 E450 Super Duty Cutaway
## 545 E450 Super Duty Diesel
## 546 E450 Wheelchair Van
## 547 Eacape
## 548 Ecape
## 549 Ecape Limited
## 550 Echosport
## 551 Ecnoline
## 552 Eco
## 553 Eco Sport
## 554 Ecoline
## 555 Ecoline E250
## 556 Ecoline Van E350
## 557 Econline E3
## 558 Econoine 250 Van
## 559 Econoline
## 560 Econoline 150
## 561 Econoline 350
## 562 Econoline 450
## 563 Econoline Cargo
## 564 Econoline Cargo Van
## 565 Econoline Cargo Van E 250 Ext Commercial
## 566 Econoline Cargo Work Van
## 567 Econoline Commercial
## 568 Econoline Commercial Cutaw
## 569 Econoline Commercial Cutaway
## 570 Econoline Conversion Van
## 571 Econoline Cutaway
## 572 Econoline E 150
## 573 Econoline E 150 Cargo Van
## 574 Econoline E 250
## 575 Econoline E 250 Cargo Van
## 576 Econoline E 250 Rwd One Ow
## 577 Econoline E 2500
## 578 Econoline E 350
## 579 Econoline E 350 Xlt
## 580 Econoline E 450
## 581 Econoline E150
## 582 Econoline E150 Cargo Van
## 583 Econoline E250
## 584 Econoline E250 Cargo Van
## 585 Econoline E250 Van Cng
## 586 Econoline E350
## 587 Econoline E350 Superduty
## 588 Econoline E450 Cutaway
## 589 Econoline Extended Van
## 590 Econoline Sw
## 591 Econoline Van
## 592 Econoline Wagon
## 593 Econoline Wagon Xlt
## 594 Econoline450
## 595 Ecosport
## 596 Ecosport S
## 597 Ecosport S Automatic
## 598 Ecosport S Sport Utility 4d
## 599 Ecosport Se
## 600 Ecosport Se 4x4
## 601 Ecosport Se Fwd W Sunroof Automatic
## 602 Ecosport Se Sport Utility
## 603 Ecosport Se Suv
## 604 Ecosport Ses
## 605 Ecosport Ses 4wd
## 606 Ecosport Ses Sport Utility
## 607 Ecosport Titanium
## 608 Ecosport Titanium 4wd
## 609 Ecosport Titanium 4x4
## 610 Ecosport Titanium Awd
## 611 Ecosport Titanium Fwd
## 612 Ecosport Titanium Sport
## 613 Ecosport Titanium Suv
## 614 Edge
## 615 Edge $270 Month $1000 Down Nav Htd Seats 0 Accidents $1000 Down $270 Month
## 616 Edge 4dr Limited Awd
## 617 Edge 4dr Limited Fwd
## 618 Edge 4dr Se
## 619 Edge 4dr Se Fwd
## 620 Edge 4dr Sel
## 621 Edge 4dr Sel Awd
## 622 Edge 4dr Sel Fwd
## 623 Edge 4dr Sport Awd
## 624 Edge 4wd Sel
## 625 Edge Awd
## 626 Edge Awd Sel Suv
## 627 Edge Crossover
## 628 Edge Ecoboost
## 629 Edge Limited
## 630 Edge Limited 4dr Crossove
## 631 Edge Limited Awd
## 632 Edge Limited Edition Awd
## 633 Edge Limited Fwd
## 634 Edge Limited Sel
## 635 Edge Ltd
## 636 Edge R4515
## 637 Edge Se
## 638 Edge Se Back Up Cam Ecobo
## 639 Edge Se 74k Ecoboost Backup Camera
## 640 Edge Se Automatic
## 641 Edge Se Awd
## 642 Edge Se Fwd
## 643 Edge Se Sport Utility 4d
## 644 Edge Se Suv
## 645 Edge Sel
## 646 Edge Sel 2 7l
## 647 Edge Sel 4dr Crossover
## 648 Edge Sel Automatic
## 649 Edge Sel Awd
## 650 Edge Sel Awd Gas Suv Auto
## 651 Edge Sel Awd Leather 22k Miles Ecoboost Navi Camera Power Fold Rear Seats Lane Departure
## 652 Edge Sel Crossover
## 653 Edge Sel Eco Boost
## 654 Edge Sel Fwd
## 655 Edge Sel Fwd Gas Suv Auto
## 656 Edge Sel Plus
## 657 Edge Sel Plus Awd
## 658 Edge Sel Plus Awd 4dr Cross
## 659 Edge Sel Sport Utility 4d
## 660 Edge Sel Suv
## 661 Edge Sel Turbo
## 662 Edge Sel Vista Roof
## 663 Edge Select Awd
## 664 Edge Sle
## 665 Edge Sport
## 666 Edge Sport Awd
## 667 Edge Sport Awd Gas Suv Auto
## 668 Edge Sport Edition
## 669 Edge Sport Suv 4d
## 670 Edge St
## 671 Edge St Line
## 672 Edge Titanium
## 673 Edge Titanium Automatic
## 674 Edge Titanium Awd
## 675 Edge Titanium Awd W Leather Navigation
## 676 Edge Titanium Awd 4dr
## 677 Edge Titanium Awd Gas Suv
## 678 Edge Titanium Sport Utility
## 679 Edge Titanium Suv
## 680 Edgetitanium Awd
## 681 Edsel
## 682 Egde
## 683 Ei 50
## 684 Elantra Se
## 685 Eldor
## 686 Elite
## 687 Eonoline
## 688 Esape
## 689 Escape
## 690 Escape 2014 Se
## 691 Escape 4dr 103 Wb Xlt Choi
## 692 Escape 4dr 3 0l Xlt 4wd
## 693 Escape 4dr Se
## 694 Escape 4wd
## 695 Escape 4wd 4dr I4 Auto Xls
## 696 Escape 4wd 4dr Limited
## 697 Escape 4wd 4dr Se
## 698 Escape 4wd 4dr Sel
## 699 Escape 4wd 4dr Titanium
## 700 Escape 4wd 4dr Xlt
## 701 Escape 4wd Limited
## 702 Escape 4x4
## 703 Escape 4x4 Limited
## 704 Escape 4x4 Xlt
## 705 Escape Awd
## 706 Escape Ecoboost
## 707 Escape Eddie Bower
## 708 Escape Equinox Murano
## 709 Escape Fwd 4dr S
## 710 Escape Fwd 4dr Se
## 711 Escape Fwd 4dr Titanium
## 712 Escape Hev
## 713 Escape Hybrid
## 714 Escape Hybrid 4wd
## 715 Escape Hybrid 4x4
## 716 Escape Hybrid Awd
## 717 Escape Hybrid Limited
## 718 Escape Limited
## 719 Escape Limited 4dr Suv
## 720 Escape Limited 4wd
## 721 Escape Limited 4x4
## 722 Escape Limited Awd
## 723 Escape Limited Awd 4dr Suv
## 724 Escape Limited Fwd 6 Speed Automatic
## 725 Escape Limited Hybrid 4wd
## 726 Escape Limited Xlt 4wd
## 727 Escape Ltd
## 728 Escape Mariner Equinox
## 729 Escape Murano Sorento
## 730 Escape R4467
## 731 Escape R4500
## 732 Escape R4510
## 733 Escape R4525
## 734 Escape R4529
## 735 Escape S
## 736 Escape S 4dr Suv
## 737 Escape S Fwd
## 738 Escape S Fwd Gas Suv Auto
## 739 Escape S Sport Utility 4d
## 740 Escape Se
## 741 Escape Se Awd 3 Months 3 000 Miles Limited Warranty
## 742 Escape Se 4wd
## 743 Escape Se Back Up Cam Eco
## 744 Escape Se Ecoboost
## 745 Escape Se 4wd
## 746 Escape Se 4x4
## 747 Escape Se 4x4 Gas Suv Auto
## 748 Escape Se Automatic
## 749 Escape Se Awd
## 750 Escape Se Awd 65k 1 Owner New Tires Tow Pkg Camera Sync
## 751 Escape Se Awd 68k Ml 1owner New Tirew Well Maint Clean
## 752 Escape Se Awd Titanium
## 753 Escape Se Eco Boost
## 754 Escape Se Ecobooost Awd
## 755 Escape Se Ecoboost
## 756 Escape Se Ecoboost I4 Turbo Fwd
## 757 Escape Se Fwd
## 758 Escape Se Fwd Gas Suv Auto
## 759 Escape Se Sport
## 760 Escape Se Sport
## 761 Escape Se Sport Suv 4d
## 762 Escape Se Sport Utility
## 763 Escape Se Sport Utility 4d
## 764 Escape Se Suv
## 765 Escape Sel
## 766 Escape Sel 4wd
## 767 Escape Sel 4x4
## 768 Escape Sel 4x4 Gas Suv Auto
## 769 Escape Sel All Wheel Drive
## 770 Escape Sel Automatic
## 771 Escape Sel Awd
## 772 Escape Sel Awd Gas Suv Auto
## 773 Escape Sel Ecoboost
## 774 Escape Sel Fwd Gas Suv Auto
## 775 Escape Sel Sport Utility 4d
## 776 Escape Sel Suv
## 777 Escape Sport
## 778 Escape Suv Cars
## 779 Escape Sw
## 780 Escape Titanium
## 781 Escape Titanium 4wd
## 782 Escape Titanium 4wd W Navigation
## 783 Escape Titanium 4x4
## 784 Escape Titanium 4x4 Gas Suv
## 785 Escape Titanium Automatic
## 786 Escape Titanium Awd
## 787 Escape Titanium Fwd
## 788 Escape Titanium Fwd Gas Suv
## 789 Escape Titanium Sport
## 790 Escape Titanium Suv
## 791 Escape Xls
## 792 Escape Xls 4x4
## 793 Escape Xls Awd
## 794 Escape Xls Value 4wd 4dr Su
## 795 Escape Xlt
## 796 Escape Xlt 2wd
## 797 Escape Xlt 4wd
## 798 Escape Xlt 4x4
## 799 Escape Xlt Awd
## 800 Escape Xlt Awd V6
## 801 Escape Xlt Awdsuv
## 802 Escape Xlt Choice
## 803 Escape Xlt Fwd
## 804 Escape Xlt Sport
## 805 Escape Xlt Sport 4wd
## 806 Escape Xlt Sport Suv 4d
## 807 Escape Xlt V6
## 808 Escapre Hybrid
## 809 Escort
## 810 Escort Lx
## 811 Escort Lx Sedan
## 812 Escort Lx Wagon
## 813 Escort Se
## 814 Escort Station Wagon
## 815 Escort Xz2
## 816 Escort Zx2
## 817 Escort Zx2 Cool Coupe
## 818 Esdge Sel
## 819 Etc
## 820 Excape Xlt
## 821 Excursion
## 822 Excursion 2005
## 823 Excursion 4x4
## 824 Excursion 4x4 Limited 6 8l V10 Gas Loaded Low Miles
## 825 Excursion 7 3
## 826 Excursion 7 3 Limited
## 827 Excursion 7 3l
## 828 Excursion Diesel
## 829 Excursion Diesel Limited
## 830 Excursion Eddie Bauer
## 831 Excursion Eddie Bauer Only 81k Leather 3 Row Seating Loaded
## 832 Excursion Limited
## 833 Excursion Limited 129k Miles 6 8l V10 3rd Row Seat Leather Rwd
## 834 Excursion Limited 4x4
## 835 Excursion Limited 55k Miles 1 Owner Diesel Rust Free Collector Quality Like New In Out All Original New Wheels Tires Unicorn Alert
## 836 Excursion Lmited
## 837 Excursion Ltd
## 838 Excursion Powerstroke 4wd
## 839 Excursion Xlt
## 840 Excursion Xlt 4wd
## 841 Excursion Xlt 4x4
## 842 Excursion Xlt Sport Utilit
## 843 Excursion Xlt Suv
## 844 Excusrion
## 845 Exolorer
## 846 Expadition El
## 847 Expedetion
## 848 Expedition
## 849 Expedition 2wd 4dr Limited
## 850 Expedition 2wd Ffv
## 851 Expedition 4wd
## 852 Expedition 4x4
## 853 Expedition 4x4 Eddie Bauer
## 854 Expedition 5 4l Eddie Baue
## 855 Expedition 5 4l Xlt 4wd
## 856 Expedition Eddie
## 857 Expedition Eddie Bauer
## 858 Expedition Eddie Bauer 4dr
## 859 Expedition Eddie Bauer 4wd
## 860 Expedition Eddie Bauer 4x4
## 861 Expedition Eddie Bauer4x4
## 862 Expedition El
## 863 Expedition El Eddie Bauer
## 864 Expedition El Eddie Bauer
## 865 Expedition El Eddie Bauer V8 4x4
## 866 Expedition El King Ranch
## 867 Expedition El Limited
## 868 Expedition El Limited 4wd
## 869 Expedition El Limited 4x4
## 870 Expedition El Limited Dvd
## 871 Expedition El Limited Sport
## 872 Expedition El Ltd
## 873 Expedition El Xl 4x4
## 874 Expedition El Xlt
## 875 Expedition El Xlt 4x4
## 876 Expedition El Xlt 4x4 Gas
## 877 Expedition King Ranch
## 878 Expedition King Ranch 2wd
## 879 Expedition King Ranch 4wd
## 880 Expedition King Ranch 4x4
## 881 Expedition L
## 882 Expedition Limited
## 883 Expedition Limited 4x2
## 884 Expedition Limited 4x4
## 885 Expedition Limited 4x4 3 5
## 886 Expedition Limited 4x4 Gas
## 887 Expedition Limited Automatic
## 888 Expedition Limited Awd
## 889 Expedition Limited El
## 890 Expedition Limited Rsc
## 891 Expedition Limited Sport
## 892 Expedition Loaded
## 893 Expedition Ltd
## 894 Expedition Max
## 895 Expedition Max 4x4
## 896 Expedition Max Limited
## 897 Expedition Max Limited 4wd
## 898 Expedition Max Limited 4x4
## 899 Expedition Max Platinum 4x4
## 900 Expedition Max Xlt
## 901 Expedition Max Xlt 4x4 Gas
## 902 Expedition Platinum
## 903 Expedition Platinum 3rd R
## 904 Expedition Platinum 4x4
## 905 Expedition Platinum 4x4 Gas
## 906 Expedition Ssv
## 907 Expedition Suv
## 908 Expedition Xl
## 909 Expedition Xl 4x4
## 910 Expedition Xl Fleet
## 911 Expedition Xl Xlt 4x4
## 912 Expedition Xlt
## 913 Expedition Xlt 3rd Row
## 914 Expedition Xlt 4dr Xlt
## 915 Expedition Xlt 4wd Suv
## 916 Expedition Xlt 4x4
## 917 Expedition Xlt 4x4 Gas Suv
## 918 Expedition Xlt 4x4 Limited
## 919 Expedition Xlt 4x4 Suv
## 920 Expedition Xlt Automatic
## 921 Expedition Xlt Back Up Ca
## 922 Expedition Xlt Extra Long
## 923 Expedition Xlt Fx4
## 924 Expedition Xlt Sport
## 925 Expedition Xlt Suv
## 926 Expedition+Max
## 927 Expediton Xlt 4x4
## 928 Expedtion
## 929 Expetion El Eddie Baur
## 930 Expidition
## 931 Expidition 4wd
## 932 Explore
## 933 Explorer
## 934 Explorer 4dr 114 Wb 4 0l Eddie Bauer 4wd
## 935 Explorer 4dr 114 Wb Xls 4wd
## 936 Explorer 4wd
## 937 Explorer 4wd 4dr 46 Km
## 938 Explorer 4wd 4dr Eddie Bauer
## 939 Explorer 4wd 4dr Xlt
## 940 Explorer 4wd V6
## 941 Explorer 4x4
## 942 Explorer 4x4 Gas Suv Auto
## 943 Explorer 4x4 Xlt
## 944 Explorer 95
## 945 Explorer Awd
## 946 Explorer Base
## 947 Explorer Durano Navigator
## 948 Explorer Eddie Bauer
## 949 Explorer Eddie Bauer 4dr Eddie Bauer
## 950 Explorer Eddie Bauer 4wd
## 951 Explorer Eddie Bauer 4x4
## 952 Explorer Eddie Bauer 4x4 V8 4 6l Auto Leather Moon Roof
## 953 Explorer Eddie Bauer Eddie Bauer 4dr Suv
## 954 Explorer Eddie Bauer Leathe
## 955 Explorer Fwd 4dr Base
## 956 Explorer Fwd 4dr Limited
## 957 Explorer Hybrid
## 958 Explorer Hybrid Limited
## 959 Explorer Hybrid Limited Suv
## 960 Explorer Interceptor
## 961 Explorer Lim Nav Pana Roof
## 962 Explorer Limited
## 963 Explorer Limited
## 964 Explorer Limited Navi Cam
## 965 Explorer Limited 3rd Row
## 966 Explorer Limited 4wd
## 967 Explorer Limited 4x4
## 968 Explorer Limited 4x4 Gas
## 969 Explorer Limited Automatic
## 970 Explorer Limited Awd
## 971 Explorer Limited Front Wheel Drive W 4x4
## 972 Explorer Limited Rwd
## 973 Explorer Limited Sport
## 974 Explorer Limited Sun Roof
## 975 Explorer Limited Suv
## 976 Explorer Limted
## 977 Explorer Ltd
## 978 Explorer Ltd V8
## 979 Explorer Luxury
## 980 Explorer Platinum
## 981 Explorer Platinum 4dr Suv
## 982 Explorer Platinum 4x4 Gas
## 983 Explorer Platinum Awd
## 984 Explorer Police
## 985 Explorer Police Interceptor
## 986 Explorer R4507
## 987 Explorer R4518
## 988 Explorer Slt 4x4
## 989 Explorer Sport
## 990 Explorer Sport Loaded
## 991 Explorer Sport 4wd
## 992 Explorer Sport 4wd Suv
## 993 Explorer Sport 4x4
## 994 Explorer Sport 4x4 Gas Suv
## 995 Explorer Sport Automatic
## 996 Explorer Sport Awd W Navigation
## 997 Explorer Sport Suv 4d
## 998 Explorer Sport Suv 4wd
## 999 Explorer Sport Trac
## 1000 Explorer Sport Trac 4dr 12
## 1001 Explorer Sport Trac 4dr 126
## 1002 Explorer Sport Trac 4dr 126 Wb 4wd Xlt Premium
## 1003 Explorer Sport Trac 4x4
## 1004 Explorer Sport Trac Limited
## 1005 Explorer Sport Trac Xls
## 1006 Explorer Sport Trac Xlt
## 1007 Explorer Sport Trac Xlt 4x4
## 1008 Explorer Sport Track
## 1009 Explorer Sport Utility 4d
## 1010 Explorer Sport Xlt
## 1011 Explorer Sports Trac
## 1012 Explorer Spt Trac
## 1013 Explorer St
## 1014 Explorer St 4x4 Gas Suv
## 1015 Explorer Suv
## 1016 Explorer Suv 4x4 Police Interceptor
## 1017 Explorer Tract
## 1018 Explorer V 8 Limited
## 1019 Explorer Xls
## 1020 Explorer Xls 4dr Suv
## 1021 Explorer Xls 4x4
## 1022 Explorer Xlt
## 1023 Explorer Xlt 4wd
## 1024 Explorer Xlt V8 4 6l
## 1025 Explorer Xlt 3rd Row Back
## 1026 Explorer Xlt 4dr Xlt
## 1027 Explorer Xlt 4wd
## 1028 Explorer Xlt 4wd Suv
## 1029 Explorer Xlt 4x4
## 1030 Explorer Xlt 4x4 Gas Suv
## 1031 Explorer Xlt Automatic
## 1032 Explorer Xlt Awd
## 1033 Explorer Xlt Awd Suv
## 1034 Explorer Xlt Fwd
## 1035 Explorer Xlt Luxury
## 1036 Explorer Xlt Police Utility
## 1037 Explorer Xlt Sport Utility
## 1038 Explorer Xlt Sport Utility 4d Automatic
## 1039 Explorer Xlt Suv
## 1040 Explorer Xlt Xlt 4dr Suv
## 1041 Explorer Xlt Xlt 4dr Suv W
## 1042 Explorere
## 1043 Explorerxlt
## 1044 Exploror Xlt
## 1045 Exployer Limited
## 1046 Exployer Sport Trac
## 1047 Explrer
## 1048 F 150
## 1049 F 150 Xl
## 1050 F 1
## 1051 F 100
## 1052 F 100 `
## 1053 F 100 ×2
## 1054 F 100 Custom
## 1055 F 100 Panel
## 1056 F 100 Style Side
## 1057 F 100 Truck
## 1058 F 150
## 1059 F 150 King Ranch 4wd Turbo
## 1060 F 150 1 Owner 0 Accidents Large Touchscreen Buckets Keyless Entry Backup Camera Bluetooth Very Very Nice Truck
## 1061 F 150 2wd Super Cab Xl
## 1062 F 150 2wd Supercab 145 Xl
## 1063 F 150 2wd Supercrew
## 1064 F 150 2wd Supercrew 145 Fx2
## 1065 F 150 2wd Supercrew 145 Xl
## 1066 F 150 3 5l Turbo
## 1067 F 150 4 Dr Lariat
## 1068 F 150 4d Extended Cab
## 1069 F 150 4dr 4x4
## 1070 F 150 4wd
## 1071 F 150 4wd Lariat F150 4x4
## 1072 F 150 4wd Super Cab
## 1073 F 150 4wd Supercab 145 Xl
## 1074 F 150 4wd Supercab 145 Xlt
## 1075 F 150 4wd Supercab 163 Xlt
## 1076 F 150 4wd Supercrew
## 1077 F 150 4wd Supercrew 145 Lariat
## 1078 F 150 4wd Supercrew 145 Platinum
## 1079 F 150 4wd Supercrew 145 Xlt
## 1080 F 150 4wd Supercrew 145 Pla
## 1081 F 150 4wd Supercrew 145 Svt
## 1082 F 150 4wd Supercrew 145 Xlt
## 1083 F 150 4wd Supercrew 150 Xlt
## 1084 F 150 4wd Supercrew 157 Fx4
## 1085 F 150 4wd Supercrew 157 Xlt
## 1086 F 150 4x2
## 1087 F 150 4x4
## 1088 F 150 4x4 3 5 Ecoboost
## 1089 F 150 4x4 4 Dr
## 1090 F 150 4x4 5 0 V8
## 1091 F 150 4x4 5 0l V8 360hp 380ft Lbs Torque Super Crew Xlt One Owner
## 1092 F 150 4x4 5 4 V8
## 1093 F 150 4x4 Crew 5 0
## 1094 F 150 4x4 Lariet
## 1095 F 150 4x4 Sport Xlt
## 1096 F 150 4x4 Step Side
## 1097 F 150 4x4 Super Cab
## 1098 F 150 4x4 Super Cab Xlt
## 1099 F 150 4x4 Super Crew
## 1100 F 150 4x4 Super Crew Xlt
## 1101 F 150 4x4 Supercab
## 1102 F 150 4x4 Supercrew Pickup
## 1103 F 150 7700
## 1104 F 150 95 90
## 1105 F 150 Ac
## 1106 F 150 Access Cab
## 1107 F 150 Black
## 1108 F 150 C
## 1109 F 150 Clubcab
## 1110 F 150 Crew 4x4 5 0 V8
## 1111 F 150 Crew 4x4 Lariat
## 1112 F 150 Crew 4x4 V8
## 1113 F 150 Crew Cab
## 1114 F 150 Crew Cab Limited
## 1115 F 150 Crew Cab Xlt
## 1116 F 150 Crew Cab Xlt 4x4
## 1117 F 150 Crew Lariat 5 0 V8
## 1118 F 150 Crew Lariat V8 5 0
## 1119 F 150 Custom
## 1120 F 150 Ecoboost
## 1121 F 150 Ex Cab 4x4
## 1122 F 150 Extended Cab
## 1123 F 150 Extended Cab 4x4
## 1124 F 150 Extra Cab
## 1125 F 150 F150
## 1126 F 150 F150 Lariat Sport 4x4 Lifted On 35s
## 1127 F 150 F150 Xlt 3 5 Ecoboost V6 4x4 Lifted F150
## 1128 F 150 Four Door Crew Cab
## 1129 F 150 Fx 4
## 1130 F 150 Fx2
## 1131 F 150 Fx2 Lifted Super Crew
## 1132 F 150 Fx4
## 1133 F 150 Fx4 | 4x4 Extra
## 1134 F 150 Fx4 3 5 Ecoboost
## 1135 F 150 Fx4 4d Supercrew Automatic
## 1136 F 150 Fx4 4dr Supercrew S
## 1137 F 150 Fx4 4x4
## 1138 F 150 Fx4 4x4 4dr Supercab
## 1139 F 150 Fx4 4x4 Supercrew
## 1140 F 150 Fx4 Fx4 4dr Supercab
## 1141 F 150 Fx4 Fx4 4dr Supercrew
## 1142 F 150 Fx4 Lifted Crew Ecoboost 3 5liter
## 1143 F 150 Fx4 Luxury Package
## 1144 F 150 Fx4 Pickup 4d 6 1 2
## 1145 F 150 Fx4 Sport Appearance
## 1146 F 150 Fx4 Super Crew
## 1147 F 150 Fx4 Super Crew Sun
## 1148 F 150 Fx4 Super Crew Sunr
## 1149 F 150 Fx4 Supercrew
## 1150 F 150 Fx4 Supercrew 4wd
## 1151 F 150 Fx4 Supercrew 5 5 Ft
## 1152 F 150 Heritage
## 1153 F 150 King Ranch
## 1154 F 150 King Ranch 4wd
## 1155 F 150 King Ranch $575 25 Month $2500 Down 2 9 Apr 72 $575 25 Month $2500 Down 2 9 Apr 72 Months Oac
## 1156 F 150 King Ranch 4wd
## 1157 F 150 King Ranch 4x4
## 1158 F 150 King Ranch 4x4 Ecoboo
## 1159 F 150 King Ranch Automatic
## 1160 F 150 King Ranch Crew
## 1161 F 150 King Ranch Pick Up T
## 1162 F 150 King Ranch Super Cr
## 1163 F 150 King Ranch Supercrew
## 1164 F 150 Koi
## 1165 F 150 Larait 4 Door
## 1166 F 150 Lariat
## 1167 F 150 Lariat $436 73 $2500 Down 2 9 Apr Oac Lariat $436 73 $2500 Down 2 9 Apr Oac
## 1168 F 150 Lariat Lifted 4x4 Lariat Lifted 4x4
## 1169 F 150 Lariat V8 5 0l Navi
## 1170 F 150 Lariat $520 91 Month 2 9 Apr Oac $2500 Down 84 Mths
## 1171 F 150 Lariat 2wd
## 1172 F 150 Lariat 4wd
## 1173 F 150 Lariat 4wd Supercrew
## 1174 F 150 Lariat 4wd Supercrew 5 5 Box
## 1175 F 150 Lariat 4wd Supercrew Automatic
## 1176 F 150 Lariat 4x4
## 1177 F 150 Lariat 4x4 4door
## 1178 F 150 Lariat 4x4 4dr Superc
## 1179 F 150 Lariat 4x4 Crewcab
## 1180 F 150 Lariat Automatic
## 1181 F 150 Lariat Crew 5 5ft Bed
## 1182 F 150 Lariat Crew Cab
## 1183 F 150 Lariat Crew Cab 4x4
## 1184 F 150 Lariat Crew Cab Shor
## 1185 F 150 Lariat Fx4
## 1186 F 150 Lariat Lariat 4dr Sup
## 1187 F 150 Lariat One Owner $489 49 Month $2500 Down 2 9 A One Owner $489 49 Month $2500 Down 2 9 Apr Oac
## 1188 F 150 Lariat Steeda
## 1189 F 150 Lariat Supercab
## 1190 F 150 Lariat Supercrew
## 1191 F 150 Lariat Supercrew 4wd
## 1192 F 150 Lariat Supercrew 4x4
## 1193 F 150 Lariat Supercrew 5
## 1194 F 150 Lariat Truck Leathe
## 1195 F 150 Lariet
## 1196 F 150 Lifted 5 0l V8 Dbl Ro
## 1197 F 150 Lifted 5 0l V8 Dbl Roof Adaptive Cruise Loaded
## 1198 F 150 Lifted Lariat Supercrew 5 0 V8
## 1199 F 150 Lifted Supercrew Xlt 4x4 V6 Twin Turbo Financing
## 1200 F 150 Limited
## 1201 F 150 Limited 4wd Supercrew
## 1202 F 150 Limited 4x4
## 1203 F 150 Limited Ecoboost
## 1204 F 150 Long Bed
## 1205 F 150 Long Bed Xl
## 1206 F 150 Maxed Out 4x4 Eco
## 1207 F 150 Null
## 1208 F 150 Pick Up
## 1209 F 150 Pickup
## 1210 F 150 Platinum
## 1211 F 150 Platinum Leather Na
## 1212 F 150 Platinum Navi Cam L
## 1213 F 150 Platinum 4wd
## 1214 F 150 Platinum 4wd Supercre
## 1215 F 150 Platinum 4wd Supercrew 5 5 Box
## 1216 F 150 Platinum 4x4
## 1217 F 150 Platinum Crew Cab 4x4
## 1218 F 150 Platinum Crew Ecoboost 3 5l
## 1219 F 150 Platinum Super Crew
## 1220 F 150 Pu
## 1221 F 150 Quad Cab Short Box
## 1222 F 150 Ranger
## 1223 F 150 Raotor
## 1224 F 150 Raptor
## 1225 F 150 Raptor 4dr Supercre
## 1226 F 150 Raptor 4wd Supercrew
## 1227 F 150 Raptor 4wd Supercrew 5 5 Box
## 1228 F 150 Raptor 4wd Truck
## 1229 F 150 Raptor Arizona Raptor Rust Free Icon Level Kit Tech Pkg Pano Roof Newer Tires Graphics Pkg Like New In Out Non Smoker Immaculate Interior Heated Steering Wheel Cooled Seats Tailgate Step
## 1230 F 150 Raptor Carbon
## 1231 F 150 Raptor Shelby Baja
## 1232 F 150 Raptor Super Crew Cab
## 1233 F 150 Raptor Svt
## 1234 F 150 Regular Cab Short Bed
## 1235 F 150 Saleen
## 1236 F 150 Shelby Edition
## 1237 F 150 Shelby Supersnake
## 1238 F 150 Short Bed
## 1239 F 150 Special
## 1240 F 150 Sport
## 1241 F 150 Sport Ecoboost 4x4
## 1242 F 150 Standard Cab
## 1243 F 150 Stepside
## 1244 F 150 Stx
## 1245 F 150 Stx 4x4
## 1246 F 150 Stx 4x4 Supercab V8 5 0l Automatic Only 29k
## 1247 F 150 Stx Crew
## 1248 F 150 Stx Fx4
## 1249 F 150 Stx Only 28k Miles Almost New Save Thousands Stx One Owner Only 28k Miles Save Thousands Compared To New
## 1250 F 150 Stx Sport
## 1251 F 150 Stx Super Cab
## 1252 F 150 Stx Supercab
## 1253 F 150 Stx Supercrew
## 1254 F 150 Super Cab
## 1255 F 150 Super Cab 4x4
## 1256 F 150 Super Cab Xl
## 1257 F 150 Super Cab Xlt
## 1258 F 150 Super Crew
## 1259 F 150 Super Crew Platinum
## 1260 F 150 Supercab
## 1261 F 150 Supercab 139 Lariat
## 1262 F 150 Supercab 139 Xl
## 1263 F 150 Supercab 145 Xlt
## 1264 F 150 Supercab 163 Xlt
## 1265 F 150 Supercab 4x4
## 1266 F 150 Supercab Shortbox
## 1267 F 150 Supercab Stx
## 1268 F 150 Supercab Xlt
## 1269 F 150 Supercab Xlt 4wd
## 1270 F 150 Supercab Xlt 4x4
## 1271 F 150 Supercrew
## 1272 F 150 Supercrew 139 Lariat 4wd
## 1273 F 150 Supercrew 139 Xlt 4wd
## 1274 F 150 Supercrew 145 Xlt
## 1275 F 150 Supercrew 4wd
## 1276 F 150 Supercrew 4x4
## 1277 F 150 Supercrew 4x4 Xlt
## 1278 F 150 Supercrew Cab Xlt
## 1279 F 150 Supercrew Fx 4 4wd
## 1280 F 150 Supercrew Fx4
## 1281 F 150 Supercrew Fx4 4x4
## 1282 F 150 Supercrew Lariat
## 1283 F 150 Supercrew Lariat 4x4
## 1284 F 150 Supercrew Lariat 5 0
## 1285 F 150 Supercrew Limited
## 1286 F 150 Supercrew Platinum 4x
## 1287 F 150 Supercrew Svt Raptor
## 1288 F 150 Supercrew Xl 4x4
## 1289 F 150 Supercrew Xlt
## 1290 F 150 Supercrew Xlt 4x4
## 1291 F 150 Supercrew Xlt Crew
## 1292 F 150 Svt Raptor
## 1293 F 150 Svt Raptor V6 3 5l
## 1294 F 150 Svt Raptor 4x4 4dr Su
## 1295 F 150 Tremor Fx4 Regular
## 1296 F 150 Triton V8 5 4l
## 1297 F 150 Truck
## 1298 F 150 Truck 4x4
## 1299 F 150 V6 Power Stroke Diesel Lariat Fully Loaded Lifted
## 1300 F 150 V8
## 1301 F 150 V8 Supercrew
## 1302 F 150 X Cab
## 1303 F 150 Xl
## 1304 F 150 Xl 3 Month 3 000 Miles Limited Warranty
## 1305 F 150 Xl 2wd Reg Cab 6 5 Box
## 1306 F 150 Xl 2wd Supercrew 5 5
## 1307 F 150 Xl 3dr Xl
## 1308 F 150 Xl 4dr Supercab Xl
## 1309 F 150 Xl 4wd Supercab 6 5 Box
## 1310 F 150 Xl 4x4
## 1311 F 150 Xl 4x4 Long Bed
## 1312 F 150 Xl 8 Bed
## 1313 F 150 Xl Automatic
## 1314 F 150 Xl Crew Cab 4x4
## 1315 F 150 Xl Series
## 1316 F 150 Xl Stx Sport Pkg
## 1317 F 150 Xl Super Cab
## 1318 F 150 Xl Supercab
## 1319 F 150 Xl Supercab 6 5 Ft
## 1320 F 150 Xl Supercrew
## 1321 F 150 Xl Supercrew 4x4
## 1322 F 150 Xl Supercrew 5 5 B
## 1323 F 150 Xl Work Truck
## 1324 F 150 Xlt
## 1325 F 150 Xlt 392 Month 2 9 Apr $1500 Down Oac $392 37 Month 2 9 Apr $1500 Down Oac $23 750
## 1326 F 150 Xlt Back Up Cam V6
## 1327 F 150 Xlt Lifted Cam V6
## 1328 F 150 Xlt Navi Back Up Ca
## 1329 F 150 Xlt 2wd Supercab 6 5
## 1330 F 150 Xlt 2wd Supercrew 5 5
## 1331 F 150 Xlt 4d Supercrew Automatic
## 1332 F 150 Xlt 4dr Super Crew
## 1333 F 150 Xlt 4dr Supercrew Xl
## 1334 F 150 Xlt 4dr Supercrew Xlt
## 1335 F 150 Xlt 4wd
## 1336 F 150 Xlt 4wd Crew Cab
## 1337 F 150 Xlt 4wd F150 4x4
## 1338 F 150 Xlt 4wd Supercrew
## 1339 F 150 Xlt 4wd Supercrew 5 5
## 1340 F 150 Xlt 4wd Supercrew 5 5 Box
## 1341 F 150 Xlt 4x2 4dr Supercrew
## 1342 F 150 Xlt 4x4
## 1343 F 150 Xlt 4x4 2 7l Ecobosst Super Cab 78k 1 Owner
## 1344 F 150 Xlt 4x4 4dr Supercrew
## 1345 F 150 Xlt 4x4 Fx4
## 1346 F 150 Xlt 4x4 Regular Cab
## 1347 F 150 Xlt 4x4 Supercab
## 1348 F 150 Xlt 4x4 Supercrew
## 1349 F 150 Xlt Automatic
## 1350 F 150 Xlt Crew
## 1351 F 150 Xlt Crew 4x4
## 1352 F 150 Xlt Crew Cab
## 1353 F 150 Xlt Crew Cab Short B
## 1354 F 150 Xlt Crewcab 4x4
## 1355 F 150 Xlt Flare Side
## 1356 F 150 Xlt Fx4
## 1357 F 150 Xlt Lariat
## 1358 F 150 Xlt Lariet
## 1359 F 150 Xlt Rwd
## 1360 F 150 Xlt Sport
## 1361 F 150 Xlt Sport 4x4 Crew
## 1362 F 150 Xlt Sport Supercrew
## 1363 F 150 Xlt Super
## 1364 F 150 Xlt Super Cab
## 1365 F 150 Xlt Super Crew
## 1366 F 150 Xlt Super Crew 4 X 4
## 1367 F 150 Xlt Super Crew Eco
## 1368 F 150 Xlt Supercab
## 1369 F 150 Xlt Supercab 4x4 F150
## 1370 F 150 Xlt Supercab 6 5 B
## 1371 F 150 Xlt Supercrew
## 1372 F 150 Xlt Supercrew 4wd
## 1373 F 150 Xlt Supercrew 4wd 4 Speed Automatic
## 1374 F 150 Xlt Supercrew 4x4
## 1375 F 150 Xlt Supercrew 5 5
## 1376 F 150 Xlt Supercrew 6 5
## 1377 F 150 Xlt Supercrew 6 5 Ft
## 1378 F 150 Xlt Supercrew Eco Boost 3 5l
## 1379 F 150 Xlt Supercrew Ecoboost 3 5l Premium
## 1380 F 150 Xlt Texas Edition
## 1381 F 150 Xlt Truck
## 1382 F 150 Xlt Xlt 4dr Supercrew
## 1383 F 150 Xlt Xtr Super Cab B
## 1384 F 150 Xtnd Cab
## 1385 F 1500
## 1386 F 150xl
## 1387 F 15o Sport Fx4
## 1388 F 25
## 1389 F 250
## 1390 F 250 2 Wheel Drive
## 1391 F 250 4wd
## 1392 F 250 4wd 1owner Clean Cheap Truck
## 1393 F 250 4wd 5sp 7 5
## 1394 F 250 4wd Dually
## 1395 F 250 4wd Highboy F250
## 1396 F 250 4wd One Owner Very Clean Truck
## 1397 F 250 4x2 Reg Cab Service Utility Truck
## 1398 F 250 4x2 Service Utility Truck
## 1399 F 250 4x4
## 1400 F 250 4x4 1 Owner 94k Ml New Wheels Tires 6 2l
## 1401 F 250 4x4 6 8l V10 Triton G
## 1402 F 250 4x4 7 3
## 1403 F 250 4x4 Crew
## 1404 F 250 4x4 Diesel Lariat
## 1405 F 250 4x4 Excab
## 1406 F 250 4x4 Fx4 Lariat Diesel
## 1407 F 250 4x4 Lifted
## 1408 F 250 4x4 Service Utility Truck
## 1409 F 250 4x4 Super Duty 5 4l Triton V8 Ext Cab Short Bed Fabtech Lift One Owner
## 1410 F 250 52k Ml 1owner 4x4 6 2l New Wheels Tires
## 1411 F 250 6 7 Turbo Diesel Super Duty Xlt 4x4 6 7 Turbo Diesel Super Duty Xlt 4x4
## 1412 F 250 7 3
## 1413 F 250 7 3 Diesel 4x4
## 1414 F 250 Camper Special
## 1415 F 250 Camper Special Ranger
## 1416 F 250 Cargo Van
## 1417 F 250 Cr Long Bed
## 1418 F 250 Crew Cab
## 1419 F 250 Crew Cab King Ranch 4x4
## 1420 F 250 Crew Cab Lariat 4x4
## 1421 F 250 Crew Cab Xl 4x4
## 1422 F 250 Crew Cab Xlt 4x4
## 1423 F 250 Crewcab Lariat 4x4
## 1424 F 250 Diesel
## 1425 F 250 Diesel 4wd
## 1426 F 250 Diesel Truck 6 7l Lariat Ext Cab Long Bed
## 1427 F 250 Diesel Truck 6 7l Super Duty Lariat
## 1428 F 250 Diesel Truck 6 7l Super Duty Xlt
## 1429 F 250 Diesel Truck 6 7l Utility Contractors Bed
## 1430 F 250 Duper Duty
## 1431 F 250 Excab
## 1432 F 250 Explorer
## 1433 F 250 F250
## 1434 F 250 Flat Bed
## 1435 F 250 Hd Crew Cab
## 1436 F 250 King Ranch
## 1437 F 250 King Ranch 4x4 Lifted 6 7l
## 1438 F 250 King Ranch Dsl 4wd
## 1439 F 250 King Ranch F250
## 1440 F 250 Lariat
## 1441 F 250 Lariat 4x4
## 1442 F 250 Lariat 4x4 7 3l Power Stroke 6 Sp Manual Lb 1owner
## 1443 F 250 Lariat 4x4 Lifted 6 7l
## 1444 F 250 Lariat 6 7
## 1445 F 250 Lariat Crew Cab
## 1446 F 250 Lariat Fx4
## 1447 F 250 Lariat Fx4 Crew Cab
## 1448 F 250 Lifted
## 1449 F 250 Platinum 4x4 Lifted 6 7l
## 1450 F 250 Platinum Crew Cab 4wd
## 1451 F 250 Platinum Fx4
## 1452 F 250 Plow Truck
## 1453 F 250 Ranger
## 1454 F 250 Ranger Camper Special
## 1455 F 250 Sd
## 1456 F 250 Sd King Ranch
## 1457 F 250 Sd Lariat
## 1458 F 250 Sd Xl Supercab Long Bed 2wd 4 Speed Automati
## 1459 F 250 Sd Xlt Supercab
## 1460 F 250 Service Utility Bed
## 1461 F 250 Stx Fx4 Extended Cab
## 1462 F 250 Super Cab 4wd
## 1463 F 250 Super Cab 7 3l Diesel
## 1464 F 250 Super Dully
## 1465 F 250 Super Dut Xl
## 1466 F 250 Super Duty
## 1467 F 250 Super Duty 20km Crew Cab
## 1468 F 250 Super Duty 4wd Crew C
## 1469 F 250 Super Duty 4x2 2dr Re
## 1470 F 250 Super Duty 4x4
## 1471 F 250 Super Duty 4x4 6 8l V
## 1472 F 250 Super Duty 4x4176373
## 1473 F 250 Super Duty Crew 4x4 32k Ml 1owner New Wheels 6 2l
## 1474 F 250 Super Duty Ext Cab
## 1475 F 250 Super Duty King Ranc
## 1476 F 250 Super Duty King Ranch
## 1477 F 250 Super Duty King Ranch 4dr Crew Cab
## 1478 F 250 Super Duty Lariat
## 1479 F 250 Super Duty Lariat 4d
## 1480 F 250 Super Duty Lariat 4dr Crew Cab Lariat
## 1481 F 250 Super Duty Lariat 4x4
## 1482 F 250 Super Duty Lariat Cre
## 1483 F 250 Super Duty Lariat Crew 6 7 Liter
## 1484 F 250 Super Duty Lariat Di
## 1485 F 250 Super Duty Lariat Li
## 1486 F 250 Super Duty Lariat Lift 6 7 Liter
## 1487 F 250 Super Duty Lifted Di
## 1488 F 250 Super Duty Platinum
## 1489 F 250 Super Duty Powerstr
## 1490 F 250 Super Duty Stx 4x4
## 1491 F 250 Super Duty Super Cab
## 1492 F 250 Super Duty Super Duty
## 1493 F 250 Super Duty Utility
## 1494 F 250 Super Duty Xl
## 1495 F 250 Super Duty Xl 4x4
## 1496 F 250 Super Duty Xl 4x4 4dr
## 1497 F 250 Super Duty Xl Utility
## 1498 F 250 Super Duty Xl Xl 2dr Regular Cab
## 1499 F 250 Super Duty Xlt
## 1500 F 250 Super Duty Xlt 1owner New Tires Well Maint 6 2l
## 1501 F 250 Super Duty Xlt 4dr
## 1502 F 250 Super Duty Xlt 4dr 4w
## 1503 F 250 Super Duty Xlt 4dr Cr
## 1504 F 250 Super Duty Xlt 4dr Crew Cab Xlt
## 1505 F 250 Super Duty Xlt 4dr E
## 1506 F 250 Super Duty Xlt 4dr Su
## 1507 F 250 Super Duty Xlt 4x4
## 1508 F 250 Super Duty Xlt 4x4
## 1509 F 250 Super Duty Xlt 4x4 Super Cab 7 3 L Powerstroke Turbo Diesel Long Bed Manual Transmission
## 1510 F 250 Super Duty Xlt 4x4 4d
## 1511 F 250 Super Duty Xlt Crew C
## 1512 F 250 Super Duty Xlt Lifted Crew
## 1513 F 250 Super Duty Xlt Super
## 1514 F 250 Super Duty Xlt V10 Automatic Long Bed Newer Tires
## 1515 F 250 Super Duty Xlt Xlt 4dr Supercab
## 1516 F 250 Supercab 4x4
## 1517 F 250 Superduty
## 1518 F 250 Superduty Lariat
## 1519 F 250 Superduty Lariat Crew 6 7 Liter
## 1520 F 250 Superduty Lariat Crew Roush Package 6 7 Liter
## 1521 F 250 Superduty Lifted Stx 8ft 6 7l Diesel
## 1522 F 250 Superduty Xlt
## 1523 F 250 Superduty Xlt Crew Cab 6 7 Liter
## 1524 F 250 Superduty Xlt Deisel
## 1525 F 250 Supert Duty Xlt
## 1526 F 250 Transit Van
## 1527 F 250 Utility Super Duty Xl Heavy Duty Ladder Rack
## 1528 F 250 V10
## 1529 F 250 W 6 2 Liter
## 1530 F 250 Xl
## 1531 F 250 Xl 4x4
## 1532 F 250 Xl Crew Cab
## 1533 F 250 Xl Regular Cab
## 1534 F 250 Xl Service Body
## 1535 F 250 Xl Supercab 4wd
## 1536 F 250 Xlt
## 1537 F 250 Xlt 4x4
## 1538 F 250 Xlt 4x4 1 Owner 98k Ml New Wheels Tires 6 2l
## 1539 F 250 Xlt 4x4 Diesel Truck
## 1540 F 250 Xlt 4x4 Lifted 6 7l
## 1541 F 250 Xlt 4x4 Super Cab 7 3l Powerstorke Long Bed 1owner
## 1542 F 250 Xlt Crew
## 1543 F 250 Xlt Crew Cab
## 1544 F 250 Xlt Fx4
## 1545 F 250 Xlt Fx4 Crew Cab
## 1546 F 250 Xlt Lariat
## 1547 F 250 Xlt Super Duty
## 1548 F 250f 250 Xlt
## 1549 F 250sd
## 1550 F 250sd Lariat
## 1551 F 250sd Lariat 4wd
## 1552 F 250sd Platinum
## 1553 F 250sd Xl
## 1554 F 250sd Xlt
## 1555 F 330 King Ranch Lariat
## 1556 F 350
## 1557 F 350
## 1558 F 350 4dr Crew Dually
## 1559 F 350 4wd Drw 1owner Rust Free Tx Truck
## 1560 F 350 4x 4 Utility
## 1561 F 350 4x4 6 7 Lariat
## 1562 F 350 4x4 Drw
## 1563 F 350 4x4 Ex Cab W 9 Contractor Dump
## 1564 F 350 4x4 Mason Dump Truck
## 1565 F 350 4x4 Quad Cab
## 1566 F 350 4x4 Service Utility
## 1567 F 350 4x4 Super Duty Xl Service Truck
## 1568 F 350 6 7 Diesel 4x4 Utility Truck Bed Leveled 35s
## 1569 F 350 6 7 Powerstroke Diesel 4x4 Dually With Utility Bed
## 1570 F 350 6 7l Diesel Utility Super Duty Xl 4 Brand New Tires
## 1571 F 350 Chassis
## 1572 F 350 Chassis Cab
## 1573 F 350 Crane
## 1574 F 350 Crew Cab
## 1575 F 350 Crew Cab Dump Bed 4x4 Drw
## 1576 F 350 Crew Cab Lariat 4x4
## 1577 F 350 Crew Cab Lariat 4x4 Drw
## 1578 F 350 Crew Cab Xlt 4x4
## 1579 F 350 Crewcab Lariat 4x4
## 1580 F 350 Diesel
## 1581 F 350 Diesel 4x4 7 3l Power
## 1582 F 350 Diesel 4x4 7 3l Power Stroke Turbo Diesel Crew Cab Dually Xlt
## 1583 F 350 Diesel 4x4 7 3l Power Stroke Turbo Diesel Ext Cab Long Bed Dually 6 Speed Manual
## 1584 F 350 Diesel 4x4 Crew Cab
## 1585 F 350 Diesel Truck 6 7l Powerstroke Super Duty Kingranch
## 1586 F 350 Diesel Truck 6 7l Super Duty King Ranch
## 1587 F 350 Diesel Truck 6 7l Super Duty Turbo Diesel Lariat One Owner 440 Hp
## 1588 F 350 Diesel Truck 6 7l Turbo Diesel One Owner Lariat
## 1589 F 350 Drw
## 1590 F 350 Drw 4x4
## 1591 F 350 Drw Lariat
## 1592 F 350 Dually 4x4
## 1593 F 350 Dually Crew Cab
## 1594 F 350 Dually Diesel
## 1595 F 350 Dually Diesel 4x4
## 1596 F 350 Dump Truck
## 1597 F 350 Ext Cab 6 7 Diesel
## 1598 F 350 Ext Cab Xl 4x4
## 1599 F 350 Extended Cab
## 1600 F 350 F 250
## 1601 F 350 F350 F 350 Super Duty
## 1602 F 350 F350 Super Duty Platinum Loaded Lifted 37s
## 1603 F 350 Flat Bed
## 1604 F 350 Flatbed Drw Liftgate
## 1605 F 350 Fx
## 1606 F 350 Fx4 4x4 Power Stroke 6 Speed Manual Long Bed
## 1607 F 350 Fx4 Dually
## 1608 F 350 Hd
## 1609 F 350 King Ranch
## 1610 F 350 King Ranch 4x4
## 1611 F 350 Lariat
## 1612 F 350 Lariat 4dr Supercab 7 3l Power Stroke Dually
## 1613 F 350 Lariat 4x4
## 1614 F 350 Lariat 4x4 Lifted 6 7l
## 1615 F 350 Lariat 6 7 Diesel
## 1616 F 350 Lariat Crewcab Dually
## 1617 F 350 Lariat Diesel
## 1618 F 350 Lariat Fx4
## 1619 F 350 Lariat Fx4 Dually
## 1620 F 350 Lariat Srw
## 1621 F 350 Lariat Superduty Crew Drw 4x4 6 7
## 1622 F 350 Lariat Ultimate Lifted Diesel Only 49k Mles Loaded
## 1623 F 350 Lifted Diesel Super Duty 6 Passenger Bench Seats
## 1624 F 350 Lifted Dually Diesel Lariat Adaptive Dbl Roof
## 1625 F 350 Lifted F350 Lariat 6 7l Power Stroke Diesel 4x4
## 1626 F 350 Lifted Long Bed 7 3l
## 1627 F 350 Lifted Super Duty Power Stroke Diesel Loaded
## 1628 F 350 Platinum
## 1629 F 350 Platinum Diesel
## 1630 F 350 Platinum Tremor
## 1631 F 350 Rwd Automatic
## 1632 F 350 Sd
## 1633 F 350 Sd 4dr Lariat
## 1634 F 350 Sd Crew Cab
## 1635 F 350 Sd Lariat Crew Cab 4x
## 1636 F 350 Sd Xl 2wd
## 1637 F 350 Sd Xlt 4x4 Dually Cre
## 1638 F 350 Service
## 1639 F 350 Srw
## 1640 F 350 Super Cab 4x4
## 1641 F 350 Super Dut
## 1642 F 350 Super Dut Xl
## 1643 F 350 Super Duty
## 1644 F 350 Super Duty Flat Bed Crew Cab 4x4 7 3l Powerstroke Turbo Diesel 6 Speed Manual 1 Ton Lifted
## 1645 F 350 Super Duty Dually
## 1646 F 350 Super Duty F250
## 1647 F 350 Super Duty $331 Month $1500 Down F350 6 7 Turbo 6 7 Turbo Diesel Power Stroke Very Solid Truck Runs Great
## 1648 F 350 Super Duty 4x2 2dr Re
## 1649 F 350 Super Duty 4x4 14km With Camper
## 1650 F 350 Super Duty Crew
## 1651 F 350 Super Duty Crew Cab Xlt 6 7 Liter
## 1652 F 350 Super Duty Crwc
## 1653 F 350 Super Duty Diesel
## 1654 F 350 Super Duty Drw
## 1655 F 350 Super Duty Dump
## 1656 F 350 Super Duty Flat Bed
## 1657 F 350 Super Duty Fx4
## 1658 F 350 Super Duty Fx4 Fx4 4dr Crew Cab
## 1659 F 350 Super Duty King Ranc
## 1660 F 350 Super Duty King Ranch
## 1661 F 350 Super Duty Lariat
## 1662 F 350 Super Duty Lariat 4
## 1663 F 350 Super Duty Lariat 4d
## 1664 F 350 Super Duty Lariat 4dr Crew Cab Lariat
## 1665 F 350 Super Duty Lariat 4dr Crew Cab Lb Drw
## 1666 F 350 Super Duty Lariat 4x4
## 1667 F 350 Super Duty Lariat 4x4 Lifted Double Roof Diesel
## 1668 F 350 Super Duty Lariat Crew 8ft Lb 6 7 Liter
## 1669 F 350 Super Duty Lariat Di
## 1670 F 350 Super Duty Lariat Drw
## 1671 F 350 Super Duty Lariat Li
## 1672 F 350 Super Duty Lariat Lo
## 1673 F 350 Super Duty Lariat Powerstroke V8 4x4
## 1674 F 350 Super Duty Limited
## 1675 F 350 Super Duty Long Bed
## 1676 F 350 Super Duty Platinum
## 1677 F 350 Super Duty Platinum 4
## 1678 F 350 Super Duty Platinum Lifted Diesel On 37 S
## 1679 F 350 Super Duty Platinum Lifted Diesel Truck On 40 S
## 1680 F 350 Super Duty Srw
## 1681 F 350 Super Duty Super Duty
## 1682 F 350 Super Duty Xl
## 1683 F 350 Super Duty Xl 4dr Sup
## 1684 F 350 Super Duty Xl 4wd 6 7 Diesel F350 Dually Utility Truck W Rack
## 1685 F 350 Super Duty Xl Contractors 9ft Flat Bed Ladder Rack
## 1686 F 350 Super Duty Xl Dually
## 1687 F 350 Super Duty Xl Xl 4dr Crew Cab
## 1688 F 350 Super Duty Xlt
## 1689 F 350 Super Duty Xlt 4dr
## 1690 F 350 Super Duty Xlt 4dr Cr
## 1691 F 350 Super Duty Xlt 4dr S
## 1692 F 350 Super Duty Xlt 4dr Su
## 1693 F 350 Super Duty Xlt 4x4 4d
## 1694 F 350 Super Duty Xlt 4x4 6
## 1695 F 350 Supercab Lariat
## 1696 F 350 Superduty Dually 4x4
## 1697 F 350 Superduty Lariat Crew Drw
## 1698 F 350 Superduty Platinum Drw 4wd
## 1699 F 350 Superduty Xlt
## 1700 F 350 Superduty Xlt Drw 6 7 Liter Diesel
## 1701 F 350 Utility Truck
## 1702 F 350 Xl
## 1703 F 350 Xl 4x4
## 1704 F 350 Xl Cab Chassis
## 1705 F 350 Xl Drw Diesel
## 1706 F 350 Xl Extended Cab Util
## 1707 F 350 Xl Hd Dually
## 1708 F 350 Xl Super Duty
## 1709 F 350 Xlt
## 1710 F 350 Xlt 460
## 1711 F 350 Xlt Lariat
## 1712 F 350 Xlt Power Stroke
## 1713 F 350 Xlt Regular Cab
## 1714 F 350 Xlt Stake Bed
## 1715 F 350 Xlt Super Duty
## 1716 F 350crew Cab 4x4 Diesel
## 1717 F 350sd
## 1718 F 350sd King Ranch
## 1719 F 350sd Lariat
## 1720 F 350sd Limited
## 1721 F 350sd Platinum
## 1722 F 350sd Xl
## 1723 F 450
## 1724 F 450 11ft Dump
## 1725 F 450 12 Contractor Body
## 1726 F 450 4 X 4
## 1727 F 450 4 X 4 Utility
## 1728 F 450 4x2 Truck W New Crysteel 11 Contractor Dump
## 1729 F 450 4x4
## 1730 F 450 4x4 Flatbed Truck
## 1731 F 450 4x4 Reg Cab W 9 Contractor Dump
## 1732 F 450 Altec 35 Foot Bucket Boom
## 1733 F 450 Chassis
## 1734 F 450 Contractor 12
## 1735 F 450 Crew Cab Dump Truck 6
## 1736 F 450 Crew Cab Xl 4x2 Dump Bed Drw
## 1737 F 450 Diesel Contractor Body Utility Box 6 0 Bulletproof Low Low Miles
## 1738 F 450 Dually Lariat
## 1739 F 450 Dump Truck
## 1740 F 450 F450 F 450
## 1741 F 450 Platinum
## 1742 F 450 Repo Truck
## 1743 F 450 Sd
## 1744 F 450 Sd 41 Foot 4x4 3 Point
## 1745 F 450 Stx Fx4 Dually
## 1746 F 450 Super Cab
## 1747 F 450 Super Duty
## 1748 F 450 Super Duty 4x4
## 1749 F 450 Super Duty 4x4 4dr Cr
## 1750 F 450 Super Duty 6 8l V10
## 1751 F 450 Super Duty Drw Platinum
## 1752 F 450 Super Duty King Ranch
## 1753 F 450 Super Duty Lariat
## 1754 F 450 Super Duty Lariat 4
## 1755 F 450 Super Duty Platinum
## 1756 F 450 Super Duty Superduty Platinum Drw 4wd
## 1757 F 450 Wrecker
## 1758 F 450 Xl
## 1759 F 450 Xlt
## 1760 F 450sd
## 1761 F 550
## 1762 F 550 11 Utility Truck
## 1763 F 550 11ft Flatbed
## 1764 F 550 12 Chipper Dump
## 1765 F 550 12 Utility Truck
## 1766 F 550 14 Plumber Body
## 1767 F 550 4x2 Ext Cab W New 9 Contractor Dump
## 1768 F 550 4x2 Reg Cab New 9 Crysteel Contractor Dump
## 1769 F 550 4x4 Box Truck
## 1770 F 550 4x4 Flatbed
## 1771 F 550 4x4 Reg Cab Fire Grass Truck Utility Truck
## 1772 F 550 9ft Flatbed
## 1773 F 550 Bucket Truck
## 1774 F 550 Bus
## 1775 F 550 Cab Chas 4x4 Drw Snatcher
## 1776 F 550 Cab Chassis Diesel
## 1777 F 550 Chassis
## 1778 F 550 Crew Cab
## 1779 F 550 Crew Cab Flat Bed Xlt 4x4 Drw
## 1780 F 550 Enclosed Service Truck
## 1781 F 550 F550 F 550
## 1782 F 550 Flatbed Diesel
## 1783 F 550 Forestry Bucket Truck
## 1784 F 550 Service Truck Under Deck Compressor
## 1785 F 550 Super Duty
## 1786 F 550 Super Duty 4x4
## 1787 F 550 Super Duty Cab N Chassis
## 1788 F 550 Super Duty Xl
## 1789 F 550 Super Duty Xlt
## 1790 F 550 Xl
## 1791 F 550 Xl 2wd Flatbed 7 3 Li
## 1792 F 550 Xl Super Duty 6 0l V8 Diesel
## 1793 F 550sd
## 1794 F 6
## 1795 F 640 Dump
## 1796 F 650
## 1797 F 650 Diesel
## 1798 F 650 Dump
## 1799 F 650 Extended Cab
## 1800 F 650 Sd
## 1801 F 650 Service Crane Truck
## 1802 F 650 Super Duty
## 1803 F 650sd
## 1804 F 750
## 1805 F 750
## 1806 F 750 Bucket Truck
## 1807 F 750 Crew Cab
## 1808 F 750 Diesel
## 1809 F 750 F750
## 1810 F 750 Forestry Bucket Truck
## 1811 F 750 Rollback
## 1812 F 750 Super Duty
## 1813 F 750 Xl
## 1814 F 750sd
## 1815 F 800
## 1816 F 8oo Dump Truck
## 1817 F Series
## 1818 F Super Dudy
## 1819 F Super Duty
## 1820 F Superduty
## 1821 F0ord Ranger Xl Suprcab V6 Rwd
## 1822 F0rd F150 Ext Cab
## 1823 F1
## 1824 F1 50
## 1825 F1 Pick Up
## 1826 F1 Pickup Truck
## 1827 F100
## 1828 F100 Costem
## 1829 F100 Custom
## 1830 F100 Custom Cab
## 1831 F100 Pickup
## 1832 F100 Ranger
## 1833 F100 Ranger Xlt
## 1834 F100 Truck
## 1835 F1000
## 1836 F1250 Xlt Crew 4x4
## 1837 F140
## 1838 F150
## 1839 F150 Triton V8
## 1840 F150 Eco Boost 4x4
## 1841 F150 Northland Edition
## 1842 F150 Platinum
## 1843 F150 Xlt
## 1844 F150 2011
## 1845 F150 2wd
## 1846 F150 2wd Supercrew
## 1847 F150 3 5 V6
## 1848 F150 3dr Ext
## 1849 F150 4 4
## 1850 F150 4 X 4
## 1851 F150 4door 4x4
## 1852 F150 4wd
## 1853 F150 4wd F 150 4x4
## 1854 F150 4wd F 150 4x4 Lariat
## 1855 F150 4wd Truck F 150 Lariat
## 1856 F150 4x4
## 1857 F150 4x4 Crew Cab
## 1858 F150 4x4 Heritage
## 1859 F150 4x4 Lariat
## 1860 F150 4x4 Lariat 4wd F 150
## 1861 F150 4x4 Pickup Truck
## 1862 F150 4x4 Platinum
## 1863 F150 4x4 Supercrew
## 1864 F150 4x4 Supwer Crew Xlt
## 1865 F150 4x4 Xlt
## 1866 F150 4x4 Xlt 4wd F 150
## 1867 F150 4x4 Xlt Crew
## 1868 F150 4x4 Xtr
## 1869 F150 7700
## 1870 F150 7700 4x4
## 1871 F150 8ft
## 1872 F150 Cab Fx2
## 1873 F150 Crew Cab
## 1874 F150 Crew Cab 4x4
## 1875 F150 Crew Cab 4x4 Xlt
## 1876 F150 Crew Cab King Ranch
## 1877 F150 Crew Cab Xlt
## 1878 F150 Crew Lariat 4wd V8
## 1879 F150 Crew Lariat V8 5 0
## 1880 F150 Crew Xlt 4x4
## 1881 F150 Crewcab Lariat 4x4
## 1882 F150 Crewcab Platinum
## 1883 F150 Crewcab Xlt
## 1884 F150 Ecoboost
## 1885 F150 Ecoboost 4x4
## 1886 F150 Ecoboost Lariat
## 1887 F150 Ext Cab 4x4
## 1888 F150 Ext Cab 5 0 4x4
## 1889 F150 Extended 4dr
## 1890 F150 Extended Cab
## 1891 F150 Extended Cab 4x4
## 1892 F150 Extra Cab
## 1893 F150 Flare Side
## 1894 F150 Fx 2 Sport
## 1895 F150 Fx2
## 1896 F150 Fx2 Rwd 1 2 Ton Gas
## 1897 F150 Fx2 Rwd Half Ton Gas
## 1898 F150 Fx4
## 1899 F150 Fx4 4x4
## 1900 F150 Fx4 4x4 1 2 Ton Gas
## 1901 F150 Fx4 4x4 Half Ton Gas
## 1902 F150 Fx4 4x4 Supercrew
## 1903 F150 Fx4 Crewcab
## 1904 F150 Fx4 Ecoboost
## 1905 F150 Fx4 Off Road
## 1906 F150 Fx4 Off Road 4x4
## 1907 F150 Fx4 Super Crew 4x4
## 1908 F150 Fx4 Supercrew
## 1909 F150 Fx4 Supercrew 4x4
## 1910 F150 Fxrew 4x44 Supercrew
## 1911 F150 Heritage
## 1912 F150 King Ranch
## 1913 F150 King Ranch 4x4
## 1914 F150 King Ranch 4x4 1 2 Ton
## 1915 F150 King Ranch Fx4
## 1916 F150 King Ranch Fx4 4x4 Gas
## 1917 F150 King Ranch Super Crew
## 1918 F150 Lariat
## 1919 F150 Lariat 4wd
## 1920 F150 Lariat 4wd F 150
## 1921 F150 Lariat 4wd F 150 4x4
## 1922 F150 Lariat 4x4
## 1923 F150 Lariat 4x4 1 2 Ton Gas
## 1924 F150 Lariat 4x4 Crew Cab
## 1925 F150 Lariat 4x4 Half Ton
## 1926 F150 Lariat 4x4 Supercab
## 1927 F150 Lariat 4x4 Supercrew
## 1928 F150 Lariat Crew Cab
## 1929 F150 Lariat Ecoboost 4wd
## 1930 F150 Lariat Fx4
## 1931 F150 Lariat Fx4 4x4
## 1932 F150 Lariat Fx4 4x4 1 2 Ton
## 1933 F150 Lariat Fx4 4x4 Gas
## 1934 F150 Lariat Fx4 Super Crew
## 1935 F150 Lariat Fx4 Supercrew
## 1936 F150 Lariat Limited
## 1937 F150 Lariat Rwd Half Ton
## 1938 F150 Lariat Sport 4x4 Gas
## 1939 F150 Lariat Supercab
## 1940 F150 Lariat Supercrew
## 1941 F150 Lariat Supercrew 4x4
## 1942 F150 Lariet
## 1943 F150 Lightning Svt
## 1944 F150 Limited
## 1945 F150 Limited 4wd
## 1946 F150 Limited 4x4 1 2 Ton
## 1947 F150 Limited 4x4 Half Ton
## 1948 F150 Long Bed
## 1949 F150 Longbed
## 1950 F150 Lt
## 1951 F150 Off Road
## 1952 F150 Pickup
## 1953 F150 Platinum
## 1954 F150 Platinum 30 Ft Trailer
## 1955 F150 Platinum 4 X 4
## 1956 F150 Platinum 4x4
## 1957 F150 Platinum 4x4 1 2 Ton
## 1958 F150 Platinum 4x4 Half Ton
## 1959 F150 Platinum Fx4 4x4 Gas
## 1960 F150 Raptor
## 1961 F150 Raptor 4x4
## 1962 F150 Raptor 4x4 1 2 Ton Gas
## 1963 F150 Raptor 4x4 Half Ton
## 1964 F150 Raptor 6 2l 4x4 Crew
## 1965 F150 Raptor Supercrew 4x4
## 1966 F150 Reg Cab
## 1967 F150 Reg Short Bed
## 1968 F150 Regular Cab
## 1969 F150 Regular Cab 2wd
## 1970 F150 Regular Cab Long Bed
## 1971 F150 Regular Cab Xl
## 1972 F150 Regular Cab Xl Pickup
## 1973 F150 Regular Cab Xlt Pickup
## 1974 F150 Shelby Raptor Baja 4x4
## 1975 F150 Short Bed
## 1976 F150 Sport
## 1977 F150 Sport 4x4
## 1978 F150 Sport 4x4 1 2 Ton Gas
## 1979 F150 Sport Fx2
## 1980 F150 Stepside 4x4
## 1981 F150 Stx
## 1982 F150 Stx 4wd
## 1983 F150 Stx 4wd F 150 4x4
## 1984 F150 Stx 4wd Pickup Truck
## 1985 F150 Stx 4x4
## 1986 F150 Stx 4x4 1 2 Ton Gas
## 1987 F150 Stx 4x4 Half Ton Gas
## 1988 F150 Stx Super Cab
## 1989 F150 Super Cab
## 1990 F150 Super Cab Loaded
## 1991 F150 Super Cab 4wd
## 1992 F150 Super Cab 4x4
## 1993 F150 Super Cab 4x4 Xlt
## 1994 F150 Super Cab Four Door
## 1995 F150 Super Cab Fx4 6 1 2
## 1996 F150 Super Cab Lariat
## 1997 F150 Super Cab Stx 4x4
## 1998 F150 Super Cab Stx Pickup
## 1999 F150 Super Cab Xl Pickup 4d
## 2000 F150 Super Cab Xlt
## 2001 F150 Super Cab Xlt Pickup
## 2002 F150 Super Crew
## 2003 F150 Super Crew 4x4 Xlt
## 2004 F150 Super Crew 5 0 4x4
## 2005 F150 Super Crew Cab 4x4
## 2006 F150 Super Crew Cab L 4x4
## 2007 F150 Super Crew Cab Limited
## 2008 F150 Super Crew Fx4
## 2009 F150 Super Crew Fx4 4x4
## 2010 F150 Super Crew Xl 4x4
## 2011 F150 Super Crew Xlt
## 2012 F150 Super Crew Xlt 4x4
## 2013 F150 Supercab 4x4
## 2014 F150 Supercab Eddie Bauer
## 2015 F150 Supercab Stx 4x4
## 2016 F150 Supercab Xl
## 2017 F150 Supercab Xlt
## 2018 F150 Supercab Xlt 4x4
## 2019 F150 Supercrew
## 2020 F150 Supercrew 4wd
## 2021 F150 Supercrew 4x4
## 2022 F150 Supercrew Cab
## 2023 F150 Supercrew Cab 1 Own
## 2024 F150 Supercrew Cab 4x4
## 2025 F150 Supercrew Cab Fx2
## 2026 F150 Supercrew Cab Fx4
## 2027 F150 Supercrew Cab King
## 2028 F150 Supercrew Cab Lariat
## 2029 F150 Supercrew Cab Limited
## 2030 F150 Supercrew Cab Platinum
## 2031 F150 Supercrew Cab Stx
## 2032 F150 Supercrew Cab Svt
## 2033 F150 Supercrew Cab Xl
## 2034 F150 Supercrew Cab Xlt
## 2035 F150 Supercrew Cab Xlt 4x4
## 2036 F150 Supercrew Cab Xlt Pic
## 2037 F150 Supercrew Fx4
## 2038 F150 Supercrew Fx4 4wd
## 2039 F150 Supercrew Fx4 4x4
## 2040 F150 Supercrew King Ranch
## 2041 F150 Supercrew Lariat
## 2042 F150 Supercrew Lariat 4x4
## 2043 F150 Supercrew Platinum
## 2044 F150 Supercrew Platinum 4x4
## 2045 F150 Supercrew Stx
## 2046 F150 Supercrew Xlt
## 2047 F150 Supercrew Xlt 4x4
## 2048 F150 Svt Lightning
## 2049 F150 Svt Raptor
## 2050 F150 Svt Raptor 4x4
## 2051 F150 Svt Raptor 4x4 Gas
## 2052 F150 Triton
## 2053 F150 Truck
## 2054 F150 Work Truck
## 2055 F150 Xcab
## 2056 F150 Xl
## 2057 F150 Xl 2wd
## 2058 F150 Xl 4wd
## 2059 F150 Xl 4x4
## 2060 F150 Xl Extended Cab
## 2061 F150 Xl Fx4
## 2062 F150 Xl Lwb
## 2063 F150 Xl Reg Cab
## 2064 F150 Xl Rwd
## 2065 F150 Xl Rwd 1 2 Ton Gas
## 2066 F150 Xl Single Cab
## 2067 F150 Xl Stx 4x4 1 2 Ton Gas
## 2068 F150 Xl Super Cab
## 2069 F150 Xl Supercab
## 2070 F150 Xl Supercab 4x4
## 2071 F150 Xl Triton
## 2072 F150 Xlt
## 2073 F150 Xlt 4×4
## 2074 F150 Xlt 4wd
## 2075 F150 Xlt 4wd F 150
## 2076 F150 Xlt 4wd F 150 4x4
## 2077 F150 Xlt 4x4
## 2078 F150 Xlt 4x4 1 2 Ton Gas
## 2079 F150 Xlt 4x4 Extra Cab
## 2080 F150 Xlt 4x4 Half Ton Gas
## 2081 F150 Xlt 4x4 Supercab
## 2082 F150 Xlt 4x4 Supercrew
## 2083 F150 Xlt 4x4 Truck
## 2084 F150 Xlt Crew
## 2085 F150 Xlt Crew 4x4
## 2086 F150 Xlt Crew Cab
## 2087 F150 Xlt Crew Cab 4x4
## 2088 F150 Xlt Ecoboost 4x4
## 2089 F150 Xlt Ext Cab
## 2090 F150 Xlt Ext Cab
## 2091 F150 Xlt F 150
## 2092 F150 Xlt Fx4
## 2093 F150 Xlt Fx4 4x4 1 2 Ton
## 2094 F150 Xlt Fx4 4x4 Half Ton
## 2095 F150 Xlt Lariat
## 2096 F150 Xlt Lariat 4x4
## 2097 F150 Xlt Pickup
## 2098 F150 Xlt Sport
## 2099 F150 Xlt Sport 4x4
## 2100 F150 Xlt Sport 4x4 1 2 Ton
## 2101 F150 Xlt Sport 4x4 Half Ton
## 2102 F150 Xlt Sport Crew
## 2103 F150 Xlt Sport Edition
## 2104 F150 Xlt Super Crew
## 2105 F150 Xlt Supercab
## 2106 F150 Xlt Supercab 4x4
## 2107 F150 Xlt Supercab Styleside
## 2108 F150 Xlt Supercrew
## 2109 F150 Xlt Supercrew 4wd
## 2110 F150 Xlt Supercrew 4x4
## 2111 F150 Xlt Supercrew Cab
## 2112 F150 Xlt Texas Editio
## 2113 F150 Xlt Triton
## 2114 F150 Xlt Triton V8
## 2115 F150 Xlt Xtr 4x4 1 2 Ton
## 2116 F150 Xlt Xtr 4x4 Half Ton
## 2117 F150 Xtra Cab 4x4
## 2118 F150xl
## 2119 F150xlt
## 2120 F150xlt 4x4
## 2121 F15o Fx 2 Sport Pickup
## 2122 F15o Fx 4 Sport
## 2123 F15o Fx4 Sport
## 2124 F15o Limited Edition
## 2125 F2 50
## 2126 F2 50 Xtl Long Bed
## 2127 F25
## 2128 F250
## 2129 F250 X Cab Diesel
## 2130 F250 1969 F100
## 2131 F250 4wd
## 2132 F250 4x4
## 2133 F250 4x4 Diesel
## 2134 F250 4x4 Diesel Crew Cab
## 2135 F250 4x4 Fx4
## 2136 F250 4x4 Platinum
## 2137 F250 4x4 Xl Diesel
## 2138 F250 6 4l Diesel 4x4
## 2139 F250 7 3 Diesel
## 2140 F250 Camper Special
## 2141 F250 Cng
## 2142 F250 Cng Conversion
## 2143 F250 Crew
## 2144 F250 Crew 4x4
## 2145 F250 Crew 4x4 6 2 V8
## 2146 F250 Crew Cab
## 2147 F250 Crew Cab 4x4
## 2148 F250 Crew Cab Automatic
## 2149 F250 Crew Cab Diesel
## 2150 F250 Crew Cab Lariat
## 2151 F250 Crew Cab Long Bed
## 2152 F250 Deisel Power Stroke
## 2153 F250 Deisel Powerstroke 4x4
## 2154 F250 Diesel
## 2155 F250 Diesel 4x4
## 2156 F250 Diesel 4x4 Crew Cab
## 2157 F250 Diesel Pickup Truck
## 2158 F250 Diesel Power Stroke
## 2159 F250 Diesel Powerstroke
## 2160 F250 Diesel Powerstroke 4x4
## 2161 F250 Diesel Powerstroke Fx4
## 2162 F250 Diesel Powerstroke Xlt
## 2163 F250 Diesel Super Duty
## 2164 F250 Diesel Xl
## 2165 F250 Diesels Power Stroke
## 2166 F250 Diesels Powerstroke
## 2167 F250 Ext 4x4
## 2168 F250 Ext Cab
## 2169 F250 Ext Cab 4x4
## 2170 F250 Extra Cab 4x4 Diesel
## 2171 F250 Flat Bed 4x4
## 2172 F250 Fx4 Diesel 4x4
## 2173 F250 King Ranch
## 2174 F250 King Ranch 4x4
## 2175 F250 Lariat
## 2176 F250 Lariat 4x4
## 2177 F250 Lariat 4x4 Diesel
## 2178 F250 Lariat Crew Cab Sd Lb
## 2179 F250 Lariat Diesel Truck
## 2180 F250 Lariat Fx4
## 2181 F250 Lariat King Ranch
## 2182 F250 Lariat Lightduty
## 2183 F250 Lariat Super Duty
## 2184 F250 Ld
## 2185 F250 Manual
## 2186 F250 Platinum 4x4
## 2187 F250 Power Stroke Lariat
## 2188 F250 Power Stroke Platinum
## 2189 F250 Powerstoke 7 3l
## 2190 F250 Powerstroke
## 2191 F250 Powerstroke Diesel
## 2192 F250 Powerstroke King Fx4
## 2193 F250 Powerstroke Lariat
## 2194 F250 Powerstroke Xlt 4x4
## 2195 F250 Powerstroke Xlt Fx4
## 2196 F250 Psd
## 2197 F250 R Cabl Bed
## 2198 F250 Ranger
## 2199 F250 Reg Cab
## 2200 F250 Regular Cab Automatic
## 2201 F250 S Crew
## 2202 F250 Sd
## 2203 F250 Sd 4d Lariet
## 2204 F250 Sd 4x4 Xl
## 2205 F250 Sd Xlt
## 2206 F250 Service
## 2207 F250 Srw
## 2208 F250 Step Side
## 2209 F250 Super Cab 4x4
## 2210 F250 Super Cab Short Bed
## 2211 F250 Super Cab Xlt
## 2212 F250 Super Duty
## 2213 F250 Super Duty V10
## 2214 F250 Super Duty 4x4
## 2215 F250 Super Duty 4x4 Diesel
## 2216 F250 Super Duty 4x4 Lariat
## 2217 F250 Super Duty 6 2l
## 2218 F250 Super Duty 7 3
## 2219 F250 Super Duty 7 3 Diesel
## 2220 F250 Super Duty Cab Xl
## 2221 F250 Super Duty Crew
## 2222 F250 Super Duty Crew Cab
## 2223 F250 Super Duty Crew Cab L
## 2224 F250 Super Duty Crew Cab Xl
## 2225 F250 Super Duty Diesel
## 2226 F250 Super Duty Ext Cab
## 2227 F250 Super Duty Fx4
## 2228 F250 Super Duty King Ranch
## 2229 F250 Super Duty Lariat
## 2230 F250 Super Duty Lariat 4x4
## 2231 F250 Super Duty Platinum
## 2232 F250 Super Duty Powerstroke
## 2233 F250 Super Duty Regular Cab
## 2234 F250 Super Duty Stx
## 2235 F250 Super Duty Super Cab
## 2236 F250 Super Duty Xl
## 2237 F250 Super Duty Xlt
## 2238 F250 Supercab 4wd
## 2239 F250 Supercrew
## 2240 F250 Superduty
## 2241 F250 Superduty 4wd Xl
## 2242 F250 Superduty 7 3 Diesel
## 2243 F250 Turbo Diesel
## 2244 F250 Utility Bed Boxes
## 2245 F250 Utility Bed V10
## 2246 F250 V10
## 2247 F250 V8 Auto
## 2248 F250 Xcab
## 2249 F250 Xl
## 2250 F250 Xl 4wd
## 2251 F250 Xl 4x4
## 2252 F250 Xl 4x4 3 4 Ton Gas
## 2253 F250 Xl 4x4 Diesel
## 2254 F250 Xl Crew 4x4
## 2255 F250 Xl Crew Sb
## 2256 F250 Xl Super Duty
## 2257 F250 Xlt
## 2258 F250 Xlt 4x4
## 2259 F250 Xlt 4x4 3 4 Ton Gas
## 2260 F250 Xlt 4x4 Crew
## 2261 F250 Xlt 4x4 Diesel Truck
## 2262 F250 Xlt Crew 4x4
## 2263 F250 Xlt Crew Cab 4x4
## 2264 F250 Xlt Diesel
## 2265 F250 Xlt Diesel 4x4
## 2266 F250 Xlt Fx4
## 2267 F250 Xlt Hd Lb
## 2268 F250 Xlt Lariat
## 2269 F250 Xlt Super Cab
## 2270 F250 Xlt Super Duty
## 2271 F250 Xlt Super Duty 4dr
## 2272 F250 Xlt Super Duty 4x4
## 2273 F250f2 Crew Cab
## 2274 F250hd
## 2275 F250sd
## 2276 F250sd Lariat
## 2277 F250xlt
## 2278 F25o Superduty Crew
## 2279 F260
## 2280 F3
## 2281 F300
## 2282 F35
## 2283 F350
## 2284 F350 Xlt
## 2285 F350 2wd
## 2286 F350 2wd 4dr Dually Diesel
## 2287 F350 4 Wd Dull 4dr
## 2288 F350 4wd
## 2289 F350 4x2 Reg Cab
## 2290 F350 4x4
## 2291 F350 4x4 Bulletproof
## 2292 F350 4x4 Crew Cab
## 2293 F350 4x4 Diesel
## 2294 F350 4x4 Dually
## 2295 F350 4x4 Dually 5 Spd
## 2296 F350 4x4 F 350
## 2297 F350 4x4 Lariat
## 2298 F350 4x4 Super Duty
## 2299 F350 4x4 Truck
## 2300 F350 5 4 Van
## 2301 F350 7 3l
## 2302 F350 7 3l Diesel 4x4 Crew
## 2303 F350 Altec 35ft Bucket
## 2304 F350 Crane Truck
## 2305 F350 Crew
## 2306 F350 Crew Cab
## 2307 F350 Crew Cab 4wd
## 2308 F350 Crew Cab 4x4
## 2309 F350 Crew Cab 4x4 Flat Bed
## 2310 F350 Crew Cab Diesel
## 2311 F350 Crew Cab Lariat
## 2312 F350 Crew Cab Platinum
## 2313 F350 Crew Cab Super Duty
## 2314 F350 Crew Dually
## 2315 F350 Crew Flatbed 4x4
## 2316 F350 Crew Flatbed Dually
## 2317 F350 Crew Flatbed Utility
## 2318 F350 Crewcab Lariat 4x4
## 2319 F350 Deisel Power Stroke
## 2320 F350 Deisel Powerstroke
## 2321 F350 Deisel Powerstroke 4x4
## 2322 F350 Deisel Powerstroke Fx4
## 2323 F350 Deisel Powerstroke Xlt
## 2324 F350 Diesel
## 2325 F350 Diesel Dually
## 2326 F350 Diesel Dualy
## 2327 F350 Diesel Power Stroke
## 2328 F350 Diesel Powerstroke
## 2329 F350 Diesel Powerstroke 4x4
## 2330 F350 Diesel Powerstroke Fx4
## 2331 F350 Diesel Powerstroke Xlt
## 2332 F350 Diesels Power Stroke
## 2333 F350 Diesels Powerstroke
## 2334 F350 Drw
## 2335 F350 Drw 4x4
## 2336 F350 Dually
## 2337 F350 Dually Diesel
## 2338 F350 Dually Utility
## 2339 F350 Dump Truck
## 2340 F350 Ext Cab
## 2341 F350 Ext Cab 4x4
## 2342 F350 F250
## 2343 F350 Flatbed
## 2344 F350 Fx4 King Ranch
## 2345 F350 King Ranch
## 2346 F350 King Ranch 6 0
## 2347 F350 Lariat
## 2348 F350 Lariat 4x4
## 2349 F350 Lariat 4x4 Diesel
## 2350 F350 Lariat Crew 4x4
## 2351 F350 Lariat Crew Fx4
## 2352 F350 Lariat Diesel
## 2353 F350 Lariat Dually
## 2354 F350 Lariat Fx4
## 2355 F350 Lariat Fx4 Crew
## 2356 F350 Lariat Srw 4x4
## 2357 F350 Lariat Super Duty 4x4
## 2358 F350 Pick Up
## 2359 F350 Platinum
## 2360 F350 Platinum 6 7 Diesel
## 2361 F350 Power Stroke Lariat
## 2362 F350 Power Stroke Limited
## 2363 F350 Power Stroke Platinum
## 2364 F350 Power Stroke Xlt 4x4
## 2365 F350 Powerstroke
## 2366 F350 Powerstroke King 4x4
## 2367 F350 Powerstroke Lariat
## 2368 F350 Powerstroke Limited
## 2369 F350 Powerstroke Platinum
## 2370 F350 Powerstroke Xlt 4x4
## 2371 F350 Powerstroke Xlt Fx4
## 2372 F350 Sd
## 2373 F350 Spdty
## 2374 F350 Suoer Duty
## 2375 F350 Super Camper
## 2376 F350 Super Duty
## 2377 F350 Super Duty 4wd Lb
## 2378 F350 Super Duty 4x4
## 2379 F350 Super Duty Crew Cab
## 2380 F350 Super Duty Crew Cab K
## 2381 F350 Super Duty Crew Cab L
## 2382 F350 Super Duty Crew Cab X
## 2383 F350 Super Duty Crewcab
## 2384 F350 Super Duty Diesel
## 2385 F350 Super Duty Drw
## 2386 F350 Super Duty Kingranch
## 2387 F350 Super Duty Larait
## 2388 F350 Super Duty Lariat
## 2389 F350 Super Duty Lariat 4x4
## 2390 F350 Super Duty Lariet
## 2391 F350 Super Duty Platinum
## 2392 F350 Super Duty Regular Ca
## 2393 F350 Super Duty Regular Cab
## 2394 F350 Super Duty Regular Cab Chassis
## 2395 F350 Super Duty Super Cab
## 2396 F350 Super Duty Super Cab Chassis
## 2397 F350 Super Duty Xl
## 2398 F350 Super Duty Xlt
## 2399 F350 Super Duty Xlt 4x4
## 2400 F350 Supercab
## 2401 F350 Supercab 7 3
## 2402 F350 Supercab 7 3 Diesel
## 2403 F350 Supercrew Dually
## 2404 F350 Superduty
## 2405 F350 Superduty Xl
## 2406 F350 Superduty Xlt 4x4
## 2407 F350 Supr Duty Drw
## 2408 F350 Tow Truck
## 2409 F350 Utility
## 2410 F350 Utility Dually
## 2411 F350 Utility Tool Truck
## 2412 F350 Utility Truck
## 2413 F350 Work Truck
## 2414 F350 Xl
## 2415 F350 Xl 4dr Crew Diesel Dually
## 2416 F350 Xl 4x4 Diesel
## 2417 F350 Xl 4x4 F350
## 2418 F350 Xl Crew 4x4 Diesel
## 2419 F350 Xl Diesel 4x4
## 2420 F350 Xl Fx4 4x4 One Ton
## 2421 F350 Xl Super Duty
## 2422 F350 Xl Utility Truck
## 2423 F350 Xlt
## 2424 F350 Xlt 6 7l Diesel 4x4
## 2425 F350 Xlt Crew Cab 4x4
## 2426 F350 Xlt Diesel 4x4
## 2427 F350 Xlt Dually
## 2428 F350 Xlt Flat Bed
## 2429 F350 Xlt Fx4 4x4 One Ton
## 2430 F350 Xlt Lariat 6 2gas
## 2431 F350 Xlt Stake Bed
## 2432 F350 Xlt Super Duty
## 2433 F3500
## 2434 F350sd
## 2435 F350xlt
## 2436 F35o
## 2437 F360 King Ranch
## 2438 F4
## 2439 F45
## 2440 F450
## 2441 F450 10 Contactor Utility
## 2442 F450 12 Stake Bed
## 2443 F450 12ft Stakebed Power Lift Gate
## 2444 F450 2wd
## 2445 F450 4x4
## 2446 F450 4x4 Crew Cab
## 2447 F450 4x4 Hydraulic Liftgate
## 2448 F450 750
## 2449 F450 Box Truck
## 2450 F450 Bucket Diesel
## 2451 F450 Bucket Truck
## 2452 F450 Deisel Power Stroke
## 2453 F450 Deisel Powerstroke
## 2454 F450 Deisel Powerstroke Xl
## 2455 F450 Diesel Flatbed
## 2456 F450 Diesel Power Stroke
## 2457 F450 Diesel Power Stroke Xl
## 2458 F450 Diesel Powerstroke
## 2459 F450 Diesel Powerstroke 4x4
## 2460 F450 Diesel Powerstroke Fx4
## 2461 F450 Diesels Power Stroke
## 2462 F450 Diesels Powerstroke
## 2463 F450 Dually Diesel Utility
## 2464 F450 Dump Truck Diesel
## 2465 F450 Econoline Bus
## 2466 F450 F750
## 2467 F450 Flatbed
## 2468 F450 Lariat
## 2469 F450 Lariat 4wd
## 2470 F450 Platinum
## 2471 F450 Platinum 4x4
## 2472 F450 Power Stroke Lariat
## 2473 F450 Powerstroke King Fx4
## 2474 F450 Powerstroke Lariat
## 2475 F450 Powerstroke Platinum
## 2476 F450 Regular Cab
## 2477 F450 Sd
## 2478 F450 Sd Xl
## 2479 F450 Shuttle Bus
## 2480 F450 Super Duty
## 2481 F450 Super Duty Crew
## 2482 F450 Super Duty Crew Cab
## 2483 F450 Super Duty Crew Cab Chassis
## 2484 F450 Super Duty King Ranch
## 2485 F450 Super Duty Powerstroke
## 2486 F450 Super Duty Regular Cab Chassis
## 2487 F450 Super Duty Super Cab Chassis
## 2488 F450 Super Duty Xl
## 2489 F450 Superduty
## 2490 F450 Utility Box Truck
## 2491 F450 Utility Tow Body
## 2492 F450 Utility Truck F550
## 2493 F450 Xl
## 2494 F450 Xl Dump Truck Diesel
## 2495 F450 Xl Super Duty
## 2496 F450 Xlt
## 2497 F450sd
## 2498 F5
## 2499 F50 Lariat 4wd
## 2500 F500
## 2501 F550
## 2502 F550 4x4
## 2503 F550 4x4 Bucket Tk
## 2504 F550 4x4 Crew Cab
## 2505 F550 4x4 Diesel Flatbed
## 2506 F550 4x4 Flat Bed Diesel
## 2507 F550 Box Truck
## 2508 F550 Box Truck Delivery
## 2509 F550 Bucket Truck
## 2510 F550 Bus
## 2511 F550 Diesel
## 2512 F550 Dually
## 2513 F550 Dump Trcuk
## 2514 F550 Flatbed V10 Gas
## 2515 F550 Lariat
## 2516 F550 Mechanics Truck
## 2517 F550 Reg Cab 12 Flat Bed
## 2518 F550 Sd
## 2519 F550 Super
## 2520 F550 Super Duty
## 2521 F550 Super Duty 4wd
## 2522 F550 Super Duty 4x4
## 2523 F550 Super Duty Bus
## 2524 F550 Super Duty Crew Cab Chassis
## 2525 F550 Super Duty Crew Cab H
## 2526 F550 Super Duty Diesel
## 2527 F550 Super Duty Regular Ca
## 2528 F550 Super Duty Regular Cab Chassis
## 2529 F550 Super Duty Rollback Wr
## 2530 F550 Superduty
## 2531 F550 Superduty Xl
## 2532 F550 Utility Bucket Truck
## 2533 F550 Utility Truck
## 2534 F550 Xl
## 2535 F550 Xl Crew Cab
## 2536 F550 Xl Super Duty
## 2537 F550 Xlt
## 2538 F5500sd
## 2539 F550hd
## 2540 F59
## 2541 F600
## 2542 F650
## 2543 F650 6 Door Custom Stretch
## 2544 F650 Crew Cab
## 2545 F650 Dump Bed
## 2546 F650 Dump Truck
## 2547 F650 Service Truck W Crane
## 2548 F650 Super Excursion
## 2549 F650 Supercrewzer
## 2550 F650 Xlt
## 2551 F650xl
## 2552 F650xlt
## 2553 F660
## 2554 F700
## 2555 F700 Diesel
## 2556 F7000
## 2557 F700f
## 2558 F750
## 2559 F750 26ft Box
## 2560 F750 26ft Box Truck
## 2561 F750 Boom Bucket Truck
## 2562 F750 Bucket Truck
## 2563 F750 Dump
## 2564 F750 Four Car Hauler Rollba
## 2565 F750 Service Truck W Crane
## 2566 F750 Super Duty
## 2567 F750 Xl
## 2568 F750sd Cummins Diesel
## 2569 F800
## 2570 F800 Dump Truck
## 2571 F800 Flatbed Stakebed Truck
## 2572 F800 Rolloff
## 2573 F8oo
## 2574 F8oo Dump Truck
## 2575 Factory Five 33
## 2576 Fairlaine
## 2577 Fairlane
## 2578 Fairlane 500
## 2579 Fairlane 500 Galaxie
## 2580 Fairlane 500 Skyliner
## 2581 Fairlane 500 Victoria
## 2582 Fairlane Continental Kit
## 2583 Fairlane Gta
## 2584 Fairlane Ranchero
## 2585 Fairmont
## 2586 Falcon
## 2587 Falcon Convertible
## 2588 Falcon Econoline
## 2589 Falcon Futura
## 2590 Falcon Futura Conv Sport
## 2591 Falcon Ranchero
## 2592 Falcon Sprint
## 2593 Falcon Wagon
## 2594 Fd 150
## 2595 Festiva
## 2596 Fiesta
## 2597 Fiesta 5dr Hb Se
## 2598 Fiesta At
## 2599 Fiesta Hatchback
## 2600 Fiesta Hb S
## 2601 Fiesta Hb Se
## 2602 Fiesta S
## 2603 Fiesta S Hatchback
## 2604 Fiesta S Sedan
## 2605 Fiesta Sdn S
## 2606 Fiesta Se
## 2607 Fiesta Se 4dr Hatchback
## 2608 Fiesta Se 4dr Sedan
## 2609 Fiesta Se Automatic
## 2610 Fiesta Se Fwd Gas Hatchback
## 2611 Fiesta Se Fwd Gas Sedan
## 2612 Fiesta Se Hatch
## 2613 Fiesta Se Hatchback
## 2614 Fiesta Se Hatchback 4d
## 2615 Fiesta Se Sedan
## 2616 Fiesta Se Sedan 4d
## 2617 Fiesta Se W Backup Camera
## 2618 Fiesta Sedan
## 2619 Fiesta Sel
## 2620 Fiesta Ses
## 2621 Fiesta Ses Hatchback
## 2622 Fiesta Ses Manual
## 2623 Fiesta Sfe
## 2624 Fiesta St
## 2625 Fiesta St Fwd Gas Hatchback
## 2626 Fiesta St Hatchback 4d
## 2627 Fiesta Titanium
## 2628 Fiesta Titanium 4dr Sedan
## 2629 Fiesta Titanium 5 Spd Manu
## 2630 Fiesta Titanium Hatchback
## 2631 Five Hundred
## 2632 Five Hundred Limited
## 2633 Five Hundred Ltd
## 2634 Five Hundred Se
## 2635 Five Hundred Sel
## 2636 Five Window Coupe
## 2637 Fivehundred
## 2638 Fj
## 2639 Flacon Futura
## 2640 Flare Side
## 2641 Flat Bed
## 2642 Flatbed
## 2643 Flatbed Truck
## 2644 Flax
## 2645 Fleeside
## 2646 Fleetwood Tioga
## 2647 Fles Limited
## 2648 Flex
## 2649 Flex 4dr Sel Fwd
## 2650 Flex Limited
## 2651 Flex Limited 2wd V6
## 2652 Flex Limited 4dr Crossover
## 2653 Flex Limited Automatic
## 2654 Flex Limited Awd
## 2655 Flex Limited Sport Utility
## 2656 Flex Limited Suv
## 2657 Flex Limited Twin Turbo Ecoboost
## 2658 Flex Limited W Ecoboost
## 2659 Flex Ltd
## 2660 Flex Platinum
## 2661 Flex Se
## 2662 Flex Se Sport Utility 4d
## 2663 Flex Sel
## 2664 Flex Sel 118k Awd New Tires 3rd Row 118k 23mpg
## 2665 Flex Sel 3 5l Awd Suv
## 2666 Flex Sel Automatic
## 2667 Flex Sel Awd
## 2668 Flex Sel Crossover
## 2669 Flex Sel Fwd
## 2670 Flex Sel Is
## 2671 Flex Sel Sport 3rd Row
## 2672 Flex Sel Sport Utility 4d
## 2673 Flex Sle Limited
## 2674 Flex Titanium
## 2675 Fo
## 2676 Focus
## 2677 Focus Zx4
## 2678 Focus 4dr Sdn Se
## 2679 Focus 4dr Sdn Sel
## 2680 Focus 4dsd
## 2681 Focus 5dr Hb Se
## 2682 Focus 5dr Hb St
## 2683 Focus Coupe
## 2684 Focus Electric
## 2685 Focus Electric Automatic
## 2686 Focus Electric Base
## 2687 Focus Electric Hatchback 4d
## 2688 Focus Hatchback
## 2689 Focus Hatchback Se
## 2690 Focus Lx
## 2691 Focus Rs
## 2692 Focus Rs Awd Gas Hatchback
## 2693 Focus S
## 2694 Focus S Automatic
## 2695 Focus S Sedan
## 2696 Focus S Sedan 4d
## 2697 Focus Se
## 2698 Focus Se
## 2699 Focus Se 4 Door
## 2700 Focus Se 4d Sedan
## 2701 Focus Se 4dr
## 2702 Focus Se 4dr Hatchback
## 2703 Focus Se 4dr Sedan
## 2704 Focus Se 5 Spd
## 2705 Focus Se Automatic
## 2706 Focus Se Flex Fuel
## 2707 Focus Se Fwd Gas Sedan Auto
## 2708 Focus Se Hatch
## 2709 Focus Se Hatch 6 Speed Automatic
## 2710 Focus Se Hatchback
## 2711 Focus Se Hatchback 4d
## 2712 Focus Se Low Miles Gas Sav
## 2713 Focus Se Manual
## 2714 Focus Se Sedan
## 2715 Focus Se Sedan 4d
## 2716 Focus Se Sedan 6 Speed Automatic
## 2717 Focus Se Sport
## 2718 Focus Se Wagon
## 2719 Focus Sedan
## 2720 Focus Sel
## 2721 Focus Sel 80k Miles 38mpg Tinted Windows
## 2722 Focus Sel Automatic
## 2723 Focus Sel Hatchback
## 2724 Focus Sel Hatchback 4d
## 2725 Focus Sel Sedan
## 2726 Focus Sel Sedan 4d
## 2727 Focus Ses
## 2728 Focus Ses Coupe
## 2729 Focus Sfe
## 2730 Focus Slt
## 2731 Focus St
## 2732 Focus St 2 0l Black In Bla
## 2733 Focus St 4dr Hatchback
## 2734 Focus St Fwd Gas Hatchback
## 2735 Focus St Hatch
## 2736 Focus St Hatchback
## 2737 Focus St Hatchback 4d
## 2738 Focus St Turbo
## 2739 Focus St2
## 2740 Focus St2 Hatchback
## 2741 Focus St3
## 2742 Focus Station Wagon
## 2743 Focus Svt
## 2744 Focus Titanium
## 2745 Focus Titanium 5 Doors Heated Leather Moon 35k 1 Owner
## 2746 Focus Titanium Hatchback
## 2747 Focus Titanium Hatchback 4d
## 2748 Focus Titanium Sedan
## 2749 Focus Titanium Sedan 4d
## 2750 Focus Wagon
## 2751 Focus Wagon Se
## 2752 Focus Wagon Zxw
## 2753 Focus Zts
## 2754 Focus Ztw
## 2755 Focus Zx3
## 2756 Focus Zx3 Base
## 2757 Focus Zx3 Premium
## 2758 Focus Zx3 S
## 2759 Focus Zx3 Se
## 2760 Focus Zx3 Ses
## 2761 Focus Zx4
## 2762 Focus Zx4 107k
## 2763 Focus Zx4 S
## 2764 Focus Zx4 Se
## 2765 Focus Zx4 Sedan
## 2766 Focus Zx4 Ses
## 2767 Focus Zx5
## 2768 Focus Zx5 S
## 2769 Focus Zx5 Ses
## 2770 Focust St
## 2771 Fod F 150
## 2772 Fod Shuttle Bus
## 2773 Foed Edge
## 2774 Foed Expedition
## 2775 Foed Explorer
## 2776 Food Truck
## 2777 For D Explorer
## 2778 For F 150 Xl
## 2779 For F 250
## 2780 For F700
## 2781 For Focus Se
## 2782 For Mustang
## 2783 Ford Chevy And Jeeps
## 2784 Ford Edge
## 2785 Ford F 150
## 2786 Ford F 800
## 2787 Ford Fiesta
## 2788 Ford Gran Torismo Hawk
## 2789 Ford Mopar Studebaker
## 2790 Ford Thunderbird
## 2791 Ford 250
## 2792 Ford Collins
## 2793 Ford Cope
## 2794 Ford Excursion Xlt
## 2795 Ford Expedition
## 2796 Ford Explorer
## 2797 Ford F 150 Xlt Ecoboost
## 2798 Ford F2500
## 2799 Ford F750 Forestry 60ft
## 2800 Ford Mercury
## 2801 Ford Mustang Gt
## 2802 Ford Ranger
## 2803 Ford V8 4x4 Leather Loaded Explorer Bhph $500 Dn Wac
## 2804 Forda Fiesta Se
## 2805 Forde350
## 2806 Forde450
## 2807 Fordexpeditionxlt 4x4 3rd Row
## 2808 Fordf 150
## 2809 Fordf 150 4x4
## 2810 Fordf 150xlt 4x4 Ecoboost Cle
## 2811 Fordf 550
## 2812 Fordf150
## 2813 Fordf350 7 3 Diesel 4x4 Crew
## 2814 Fordfusion
## 2815 Fordor
## 2816 Fords F350
## 2817 Fords F650
## 2818 Fords Ranger
## 2819 Fore Explorer
## 2820 Fore Focus Se
## 2821 Forf Explorer
## 2822 Fors F100 2011 Crown Vic
## 2823 Fors Shelby Gt
## 2824 Fort F450
## 2825 Foxbody
## 2826 Fprd F150
## 2827 Frasier Type I
## 2828 Freestar
## 2829 Freestar 7 Pass Van
## 2830 Freestar Limited
## 2831 Freestar Limited Van
## 2832 Freestar Limitef
## 2833 Freestar Se
## 2834 Freestar Sel
## 2835 Freestar Ses
## 2836 Freestar Van
## 2837 Freestar Vans Sel
## 2838 Freestar Wagon
## 2839 Freestar Wagon Se
## 2840 Freestyle
## 2841 Freestyle 7 Passenger
## 2842 Freestyle Awd
## 2843 Freestyle Limited
## 2844 Freestyle Limited Awd
## 2845 Freestyle Se
## 2846 Freestyle Se Awd
## 2847 Freestyle Sel
## 2848 Freestyle Sel Awd
## 2849 Frod E150 Xlt
## 2850 Frod F 250 Xlt Supercab
## 2851 Frod F450
## 2852 Ft6000
## 2853 Fuion
## 2854 Fuison
## 2855 Full Size Wheelchair Van
## 2856 Fusiom
## 2857 Fusion
## 2858 Fusion 2014
## 2859 Fusion 4dr Sdn I4 Se Fwd
## 2860 Fusion 4dr Sdn Se Fwd
## 2861 Fusion 4dr Sdn Sel Fwd
## 2862 Fusion 4dr Sedan Se Fwd
## 2863 Fusion 4dr Sedan Se Hybrid
## 2864 Fusion Awd V6
## 2865 Fusion Buy Here Pay Here
## 2866 Fusion Energi
## 2867 Fusion Energi Platinum
## 2868 Fusion Energi Plug In
## 2869 Fusion Energi Se
## 2870 Fusion Energi Se Fwd
## 2871 Fusion Energi Se Luxury
## 2872 Fusion Energi Titanium Fwd
## 2873 Fusion Hybrid
## 2874 Fusion Hybrid Platinum
## 2875 Fusion Hybrid S
## 2876 Fusion Hybrid Se
## 2877 Fusion Hybrid Se Automatic
## 2878 Fusion Hybrid Se Fwd
## 2879 Fusion Hybrid Se Hybrid
## 2880 Fusion Hybrid Sedan
## 2881 Fusion Hybrid Sel
## 2882 Fusion Hybrid Sel Sedan
## 2883 Fusion Hybrid Titanium
## 2884 Fusion Hyrid
## 2885 Fusion I 4 Se
## 2886 Fusion I4 Se
## 2887 Fusion Platinum Sedan 4d
## 2888 Fusion Plug In Hybrid
## 2889 Fusion R4511
## 2890 Fusion R4542
## 2891 Fusion S
## 2892 Fusion S Automatic
## 2893 Fusion S Commercial
## 2894 Fusion S Hybrid
## 2895 Fusion S Model
## 2896 Fusion S Sedan 4d
## 2897 Fusion Se
## 2898 Fusion Se 1 5l Ecoboost
## 2899 Fusion Se 4dr Sedan
## 2900 Fusion Se 4dr Sedan Automatic Low Miles Clean Carfax
## 2901 Fusion Se Automatic
## 2902 Fusion Se Awd
## 2903 Fusion Se Awd
## 2904 Fusion Se Awd Gas Sedan
## 2905 Fusion Se Cam Leather Ecob
## 2906 Fusion Se Eco 4dr
## 2907 Fusion Se Ecoboost
## 2908 Fusion Se Ecoboost Sedan
## 2909 Fusion Se Fwd
## 2910 Fusion Se Fwd Gas Sedan
## 2911 Fusion Se Hybrid
## 2912 Fusion Se Hybrid Sedan 4d
## 2913 Fusion Se Hyrbid
## 2914 Fusion Se Luxury
## 2915 Fusion Se Sdn
## 2916 Fusion Se Sedan
## 2917 Fusion Se Sedan 4d
## 2918 Fusion Se V6
## 2919 Fusion Se V6 Sedan
## 2920 Fusion Se W Navigation
## 2921 Fusion Se W Leather
## 2922 Fusion Sel
## 2923 Fusion Sel 2 5l
## 2924 Fusion Sel 3 0l Sedan
## 2925 Fusion Sel 4dr Sedan
## 2926 Fusion Sel Awd
## 2927 Fusion Sel Awd Sel
## 2928 Fusion Sel Fwd
## 2929 Fusion Select
## 2930 Fusion Sls 4dr Sedan
## 2931 Fusion Special Service
## 2932 Fusion Sport
## 2933 Fusion Sport Awd
## 2934 Fusion Titanium
## 2935 Fusion Titanium Awd
## 2936 Fusion Titanium Ecoboost C
## 2937 Fusion Titanium Ecoboost I4 Fwd
## 2938 Fusion Titanium Hybrid
## 2939 Fusion Titanium Sedan 4d
## 2940 Fusion Titanium Turbo
## 2941 Fusion V6 Sel
## 2942 Fussion
## 2943 Fustion Se
## 2944 Fx 4 Crew Cab F15o
## 2945 Fx4
## 2946 Fx4 Sport F15o
## 2947 Galaxie
## 2948 Galaxie 500
## 2949 Galaxie 500 2 Door
## 2950 Galaxie 500 2dr Fastback
## 2951 Galaxie 500 Convertible
## 2952 Galaxie 500 Ltd
## 2953 Galaxie 500 Starliner
## 2954 Galaxie 500 Xl
## 2955 Galaxie Convertible 500
## 2956 Galaxie Skyliner
## 2957 Galaxie Xl
## 2958 Galaxy
## 2959 Galaxy 500
## 2960 Galaxy Ltd
## 2961 Galazie
## 2962 Gatsby
## 2963 Gazelle Convertible
## 2964 Golden Jubilee Tractor
## 2965 Gord Mustang
## 2966 Gran Torino
## 2967 Granada
## 2968 Grand Torino
## 2969 Grand Torino Elite
## 2970 Gt Premium 2 200 Miles
## 2971 Gt350
## 2972 Gulf Independence
## 2973 Handicap Vans
## 2974 Harley Dav Tri Glide
## 2975 Hatchback S
## 2976 Hd
## 2977 Hightop E Series
## 2978 Hillsboro
## 2979 Hino 195
## 2980 Hino 258
## 2981 Hino 268
## 2982 Hino 268 Reefer Box Truck
## 2983 Hino 338
## 2984 Hino 338 Refrigerated
## 2985 Hot Rod
## 2986 Hotrod
## 2987 Hudson Terraplane
## 2988 Huyndai Sante Fe Limited
## 2989 Hybrid Prius
## 2990 Impala Brookwood
## 2991 In House
## 2992 Instant Loans
## 2993 International
## 2994 Jailbar
## 2995 Jayco Eagle
## 2996 John Deere 510 B
## 2997 Junker
## 2998 Kawasaki Voyager
## 2999 Kiaoptima Ex Gdi
## 3000 King Ranch
## 3001 King Ranch F350 Dually
## 3002 L 8000
## 3003 L8000
## 3004 L9000
## 3005 Lamborghini Gallardo 6 Speed
## 3006 Lariat Supercrew 4x4
## 3007 Lcf
## 3008 Lcf 450
## 3009 Lifted F150 Fx4 4x4 1 2 Ton
## 3010 Lifted F150 Lariat 4x4 Gas
## 3011 Lifted F150 Lariat Fx4 4x4
## 3012 Lifted F150 Lariat Sport
## 3013 Lifted F150 Platinum 4x4
## 3014 Lifted F150 Svt Raptor 4x4
## 3015 Lifted F150 Xl 4x4 1 2 Ton
## 3016 Lifted F150 Xl 4x4 Half Ton
## 3017 Lifted F150 Xlt 4x4 1 2 Ton
## 3018 Lifted F150 Xlt Fx4 4x4 Gas
## 3019 Lifted F150 Xlt Rwd 1 2 Ton
## 3020 Lifted F150 Xlt Sport 4x4
## 3021 Lifted F150 Xlt Xtr 4x4 Gas
## 3022 Lifted F250 Deisel Lariat
## 3023 Lifted F250 Deisel Xlt 4x4
## 3024 Lifted F250 Diesel Lariat
## 3025 Lifted F250 Diesel Xlt 4x4
## 3026 Lifted F250 Lariat 4x4 Gas
## 3027 Lifted F250 Power Stroke
## 3028 Lifted F250 Powerstroke
## 3029 Lifted F250 Xlt 4x4 3 4 Ton
## 3030 Lifted F350 Deisel 350 4x4
## 3031 Lifted F350 Deisel Lariat
## 3032 Lifted F350 Deisel Platinum
## 3033 Lifted F350 Deisel Xlt 4x4
## 3034 Lifted F350 Diesel Lariat
## 3035 Lifted F350 Diesel Platinum
## 3036 Lifted F350 Diesel Xl 4x4
## 3037 Lifted F350 Diesel Xlt 4x4
## 3038 Lifted F350 Diesels Lariat
## 3039 Lifted F350 Diesels Xlt 4x4
## 3040 Lifted F350 Power Stroke
## 3041 Lifted F350 Powerstroke
## 3042 Lifted F350 Xl 4x4 1 Ton
## 3043 Lifted F350 Xl Fx4 4x4 Gas
## 3044 Lifted F450 Powerstroke
## 3045 Lifted Ranger Stx Fx4 4x4
## 3046 Lifted Ranger Xlt Fx4 4x4
## 3047 Lighting
## 3048 Lightning
## 3049 Lightning F150
## 3050 Lightning Svt
## 3051 Limo
## 3052 Ln 8000
## 3053 Ln 9000
## 3054 Lnt8000
## 3055 Lotus Diva Roadster
## 3056 Ls2 Gto
## 3057 Lt9513 Grapple Truc
## 3058 Ltd
## 3059 Ltd 2dr Cpe
## 3060 Ltd Crown Victoria
## 3061 Ltd Crown Victoria Lx
## 3062 Mainline
## 3063 Mainliner
## 3064 Many Makes And Models
## 3065 Mariner Escape Tribute
## 3066 Master Delux
## 3067 Maverick
## 3068 Maybach 57s
## 3069 Mecedes Benz Slk55 Amg
## 3070 Meyers Snow Plow
## 3071 Mg B
## 3072 Mg Mgb
## 3073 Mg Midget
## 3074 Mini T Camper Van
## 3075 Mini T Campervan
## 3076 Mini T Class B Camper Van
## 3077 Mini T Class B Campervan
## 3078 Miscellaneous
## 3079 Miscellanious
## 3080 Model 40 Deluxe Coupe
## 3081 Model A
## 3082 Model A 1930
## 3083 Model A Convertable
## 3084 Model A Coupe
## 3085 Model A Hiboy
## 3086 Model A Hiboy Roadster
## 3087 Model A Pickup
## 3088 Model A St Rod
## 3089 Model A Truck
## 3090 Model A Tudor
## 3091 Model A Tudor Sedan
## 3092 Model Aa 1 5 Ton Truck
## 3093 Model B
## 3094 Model B Custom
## 3095 Model T
## 3096 Model T C Cab
## 3097 Model T Roadster
## 3098 Molly Trolley
## 3099 Monaco Diplomat
## 3100 Morris Minor
## 3101 Morris Minor
## 3102 Motorhome
## 3103 Motorhome Chassis
## 3104 Mustan V6 Coupe
## 3105 Mustang
## 3106 Mustang Conv
## 3107 Mustang 2dr Conv Gt
## 3108 Mustang 2dr Conv Gt Deluxe
## 3109 Mustang 2dr Conv Gt Premium
## 3110 Mustang 2dr Conv V6
## 3111 Mustang 2dr Conv V6 Premiu
## 3112 Mustang 2dr Cpe Deluxe
## 3113 Mustang 2dr Cpe Premium Ma
## 3114 Mustang 2dr Cpe V6
## 3115 Mustang 2dr Cpe V6 Premium
## 3116 Mustang 2dr Fastback Ecoboost
## 3117 Mustang 5 0
## 3118 Mustang 5 0 Gt
## 3119 Mustang Asc Mclaren
## 3120 Mustang Base
## 3121 Mustang Boss
## 3122 Mustang Boss 302
## 3123 Mustang Boss 302 Coupe
## 3124 Mustang Boss 302 Coupe 2d
## 3125 Mustang Boss 429
## 3126 Mustang Bullit
## 3127 Mustang Bullit Rwd Gas
## 3128 Mustang Bullitt
## 3129 Mustang Bullitt Coupe 2d
## 3130 Mustang Cobra
## 3131 Mustang Cobra Convertible
## 3132 Mustang Cobra Svt
## 3133 Mustang Conv
## 3134 Mustang Convertable
## 3135 Mustang Convertible
## 3136 Mustang Convertible Gt
## 3137 Mustang Convertible Lx
## 3138 Mustang Convertible Power Top Automatic Local Clean Carfax
## 3139 Mustang Convertible Premium
## 3140 Mustang Convertible V6 Premium Automatic Leather Seats 68k
## 3141 Mustang Coup
## 3142 Mustang Coupe
## 3143 Mustang Cs 6
## 3144 Mustang Deluxe
## 3145 Mustang Deluxe Convertible
## 3146 Mustang Deluxe Coupe
## 3147 Mustang Ecoboost
## 3148 Mustang Ecoboost Automatic
## 3149 Mustang Ecoboost Coupe 2d
## 3150 Mustang Ecoboost Fastback
## 3151 Mustang Ecoboost Manual
## 3152 Mustang Ecoboost Premium
## 3153 Mustang Ecoboost Premium Automatic
## 3154 Mustang Ecoboost Premium Convertible Gps Leather Only 30k
## 3155 Mustang Ecoboost Premium R
## 3156 Mustang Ecoboost Rwd Gas
## 3157 Mustang Fastback
## 3158 Mustang Fastback 2+2
## 3159 Mustang Fastback Gt Premium
## 3160 Mustang Fox Body
## 3161 Mustang Foxbody
## 3162 Mustang Foxbody Convertible
## 3163 Mustang G T Conv
## 3164 Mustang Grande
## 3165 Mustang Gt
## 3166 Mustang Gt 2dr Convertible
## 3167 Mustang Gt 350
## 3168 Mustang Gt 35th Anniversary
## 3169 Mustang Gt 420 S Racecraft
## 3170 Mustang Gt 5 0
## 3171 Mustang Gt 5 0 Cali Special
## 3172 Mustang Gt 5 0 Premium
## 3173 Mustang Gt 5 0l V8
## 3174 Mustang Gt Bullitt
## 3175 Mustang Gt California Special
## 3176 Mustang Gt Car
## 3177 Mustang Gt Conv
## 3178 Mustang Gt Conv
## 3179 Mustang Gt Convertible
## 3180 Mustang Gt Convertible |
## 3181 Mustang Gt Convertible 2d
## 3182 Mustang Gt Convetrible
## 3183 Mustang Gt Coupe
## 3184 Mustang Gt Coupe 2d
## 3185 Mustang Gt Cs Premium
## 3186 Mustang Gt Delux
## 3187 Mustang Gt Deluxe
## 3188 Mustang Gt Deluxe Coupe
## 3189 Mustang Gt Fastback
## 3190 Mustang Gt Premium
## 3191 Mustang Gt Premium 2008
## 3192 Mustang Gt Premium 2dr Conv
## 3193 Mustang Gt Premium Coupe 2d
## 3194 Mustang Gt Premium Pp1
## 3195 Mustang Gt Roush Stage 2
## 3196 Mustang Gt Rwd Gas Coupe
## 3197 Mustang Gt Shelby Edition
## 3198 Mustang Gt Turbo
## 3199 Mustang Gt V8 5 0 Coupe
## 3200 Mustang Gt V8 Coupe
## 3201 Mustang Gt350
## 3202 Mustang Gt350 Tribute
## 3203 Mustang Gt350r
## 3204 Mustang Gt500
## 3205 Mustang Gtcs
## 3206 Mustang Hpp Ecoboost
## 3207 Mustang Ii
## 3208 Mustang L
## 3209 Mustang Lx
## 3210 Mustang Lx 5 0
## 3211 Mustang Lx 5 0 Convertible
## 3212 Mustang Mach 1
## 3213 Mustang Mach 1 Fastback
## 3214 Mustang Mach E
## 3215 Mustang Mach E California
## 3216 Mustang Mach1
## 3217 Mustang Premium
## 3218 Mustang Premium Convertible
## 3219 Mustang Premium Coupe
## 3220 Mustang Premium Ecoboost
## 3221 Mustang Premium Mach 1
## 3222 Mustang Premium Rwd Gas
## 3223 Mustang Premium V6
## 3224 Mustang Pro Street
## 3225 Mustang Roush
## 3226 Mustang Roush Rs3
## 3227 Mustang Rwd Gas Coupe Auto
## 3228 Mustang Saleen
## 3229 Mustang Saleen Convertible
## 3230 Mustang Saleen S281 Sc
## 3231 Mustang Shelby
## 3232 Mustang Shelby Cobra Gt500
## 3233 Mustang Shelby Gt 500
## 3234 Mustang Shelby Gt350
## 3235 Mustang Shelby Gt350r
## 3236 Mustang Shelby Gt500
## 3237 Mustang Shelby Gt500 Coupe
## 3238 Mustang Sn95 4th Gen
## 3239 Mustang Svo
## 3240 Mustang Svt
## 3241 Mustang Svt Cobra
## 3242 Mustang V6
## 3243 Mustang V6 2dr Convertible
## 3244 Mustang V6 Convertible
## 3245 Mustang V6 Convertible 2d
## 3246 Mustang V6 Coupe 2d
## 3247 Mustang V6 Deluxe
## 3248 Mustang V6 Manual
## 3249 Mustang V6 Premium
## 3250 Mustang V6 Premium 2dr
## 3251 Mustang V6 Premium 2dr Fas
## 3252 Mustang V6 Premium 6 Speed Manual 51k Gps Leather Loaded
## 3253 Mustang V6 Premium Coupe 2d
## 3254 Mustanggt
## 3255 Mv 1 Dx Van
## 3256 N600
## 3257 Ninga Motorcycle
## 3258 Olds
## 3259 Opera Coupe
## 3260 Other
## 3261 P400
## 3262 P900 E450
## 3263 Panel
## 3264 Panel Truck
## 3265 Parklane
## 3266 Pete 14ft Bed+ Liftgate
## 3267 Peterbuilt 337
## 3268 Phaeton
## 3269 Pick Up
## 3270 Pickup
## 3271 Pickup Truck
## 3272 Pinto
## 3273 Pinzgauer 712
## 3274 Plymouth
## 3275 Plymouth Business Coupe
## 3276 Plymouth Duster
## 3277 Plymouth Fury
## 3278 Police Interceptor
## 3279 Police Interceptor P71
## 3280 Police Interceptor P7b
## 3281 Police Interceptor Sedan
## 3282 Police Interceptor Utility
## 3283 Pontaic G6
## 3284 Power Wagon
## 3285 Powerstroke Diesel 4x4
## 3286 Pro Mod Street Stock
## 3287 Probe Gt
## 3288 Pu
## 3289 R
## 3290 Ranch Wagon
## 3291 Ranch Wagon 2dr
## 3292 Ranchero
## 3293 Ranchero 500
## 3294 Ranchero Gt
## 3295 Ranchero Gt Brougham
## 3296 Ranchero Gt Cobra
## 3297 Ranger
## 3298 Ranger 2wd Reg Cab 112 Xl
## 3299 Ranger 2wd Supercab
## 3300 Ranger 3 0 4x4
## 3301 Ranger 4dr Supercab 3 0l X
## 3302 Ranger 4dr Supercab 4 0l Xlt 4wd
## 3303 Ranger 4x4
## 3304 Ranger 4x4 Ext Cab
## 3305 Ranger 4x4 Sport
## 3306 Ranger 4x4 V6
## 3307 Ranger 6 Cylinder
## 3308 Ranger Bad Credit
## 3309 Ranger Colorado S10
## 3310 Ranger Edge
## 3311 Ranger Edge 4x4
## 3312 Ranger Edge Plus 4 0
## 3313 Ranger Ext Cab
## 3314 Ranger Extended Cab 4x4
## 3315 Ranger Fx4
## 3316 Ranger Fx4 4 4quad Cab
## 3317 Ranger Fx4 Offroad
## 3318 Ranger Lariat
## 3319 Ranger Lariat 4x4 4dr Super
## 3320 Ranger Lariat Crew Cab
## 3321 Ranger Lariat Fx4 4x4 Gas
## 3322 Ranger Lariat Fx4 Of Road
## 3323 Ranger Lariat Supercrew 5
## 3324 Ranger Lariat Truck
## 3325 Ranger Local Trade In Low
## 3326 Ranger Pick Up Truck Low M
## 3327 Ranger Pickup Truck
## 3328 Ranger Reg Cab 107 9 Wb Xl 4wd
## 3329 Ranger Regular Cab
## 3330 Ranger Rmt
## 3331 Ranger Slash 34 0 4 X4
## 3332 Ranger Splash
## 3333 Ranger Sport
## 3334 Ranger Sport Extended Cab
## 3335 Ranger Step Side
## 3336 Ranger Super Cab
## 3337 Ranger Super Cab 4 4
## 3338 Ranger Super Cab 4 Doors V6
## 3339 Ranger Super Cab Edge
## 3340 Ranger Super Cab Xlt Pickup
## 3341 Ranger Supercab
## 3342 Ranger Supercab 4wd
## 3343 Ranger Supercab Edge
## 3344 Ranger Supercab Edge 4x4
## 3345 Ranger Supercab Lariat
## 3346 Ranger Supercab Xl Pickup
## 3347 Ranger Supercab Xlt
## 3348 Ranger Supercab Xlt Pickup
## 3349 Ranger Supercrew
## 3350 Ranger Supercrew Lariat
## 3351 Ranger Supercrew Lariat 4x4
## 3352 Ranger Supercrew Xl Pickup
## 3353 Ranger Supercrew Xlt Pickup
## 3354 Ranger Sxt
## 3355 Ranger Xl
## 3356 Ranger Xl 2dr Standard Cab
## 3357 Ranger Xl 4x2
## 3358 Ranger Xl 4x4
## 3359 Ranger Xl 5sp Manual
## 3360 Ranger Xlt
## 3361 Ranger Xlt 2dr Extended C
## 3362 Ranger Xlt 2dr Supercab
## 3363 Ranger Xlt 2dr Xlt
## 3364 Ranger Xlt 4 X 4
## 3365 Ranger Xlt 4dr Supercab Xlt
## 3366 Ranger Xlt 4wd
## 3367 Ranger Xlt 4x2
## 3368 Ranger Xlt 4x4
## 3369 Ranger Xlt 4x4 4dr
## 3370 Ranger Xlt 4x4 Quarter Ton
## 3371 Ranger Xlt 4x4 Supercab
## 3372 Ranger Xlt 4x4 Supercab Only 42k V6 4 0l 5 Speed 2 Owners
## 3373 Ranger Xlt 4x4 Truck
## 3374 Ranger Xlt 97k Miles 4x4 4 0l V6 5 Speed Manual
## 3375 Ranger Xlt Automatic
## 3376 Ranger Xlt Ext Cab
## 3377 Ranger Xlt Extended Cab
## 3378 Ranger Xlt Fx4 4x4 1 4 Ton
## 3379 Ranger Xlt Fx4 Level 2
## 3380 Ranger Xlt Pickup Truck
## 3381 Ranger Xlt Sport
## 3382 Ranger Xlt Super Cab 4x4
## 3383 Ranger Xlt Supercab
## 3384 Ranger Xlt Supercab 2wd
## 3385 Ranger Xlt Supercab 4wd
## 3386 Ranger Xlt Truck
## 3387 Ranger Xlt Xcab 4x4
## 3388 Ranger Xlt Xlt 2dr Supercab
## 3389 Ranger2002
## 3390 Ransit Connect Handicap Lift
## 3391 Raptor
## 3392 Raptor 4x4 Supercrew
## 3393 Raptor Svt
## 3394 Ratrod
## 3395 Rd F 250sd Platinum 4wd
## 3396 Refrigerator E350
## 3397 Regency
## 3398 Reo
## 3399 Replica 5 Window
## 3400 Rnger
## 3401 Roadster
## 3402 Roadster Pickup
## 3403 Roasdster
## 3404 Rolls Royce Ghost
## 3405 Santa Fe 4x4
## 3406 Scca Srf3
## 3407 School Bus
## 3408 Se 4dr Suv
## 3409 Sedan
## 3410 Sedan Police Interceptor
## 3411 Service Crane Truck
## 3412 Shelby
## 3413 Shelby Cobra
## 3414 Shelby Cobra Replica
## 3415 Shelby Gt
## 3416 Shelby Gt350
## 3417 Shelby Gt500
## 3418 Shelby Gt500 Conv
## 3419 Shelby Mustang Gt 500
## 3420 Sho
## 3421 Skyliner
## 3422 Slantback
## 3423 Slantbacl
## 3424 Sort Trac
## 3425 Special Deluxe
## 3426 Sport Coupe
## 3427 Sport Trac
## 3428 Sport Track
## 3429 Sports Coupe
## 3430 Sports Trac Xlt
## 3431 Sporttrac
## 3432 Sporttrax
## 3433 Sprint Car
## 3434 Sprinter 2500
## 3435 Sprinter 3500
## 3436 St3
## 3437 Standard
## 3438 Standard Business Coupe
## 3439 Starcraft E350
## 3440 Starliner
## 3441 Step Van
## 3442 Stepvan
## 3443 Sterling
## 3444 Sterling L7500
## 3445 Sterling Semi Truck
## 3446 Street Rod
## 3447 Studebaker Champion
## 3448 Studebaker Golden Hawk
## 3449 Studebaker Speedster
## 3450 Studebaker Street Rod
## 3451 Sunbeam Tiger
## 3452 Sundancer
## 3453 Sunliner 406 4 Speed
## 3454 Super Crew 4x4
## 3455 Super Deluxe
## 3456 Super Duty
## 3457 Super Duty 4x4 F 350
## 3458 Super Duty Dump
## 3459 Super Duty E 250
## 3460 Super Duty F 150 Xcab 4x4
## 3461 Super Duty F 250
## 3462 Super Duty F 250 54km
## 3463 Super Duty F 250 40k M
## 3464 Super Duty F 250 6 2
## 3465 Super Duty F 250 6 2 Rwd
## 3466 Super Duty F 250 Crew Cab
## 3467 Super Duty F 250 Crew Cab 172 Xlt 4wd
## 3468 Super Duty F 250 Lariat
## 3469 Super Duty F 250 Lariat
## 3470 Super Duty F 250 Lift Gate 4x4
## 3471 Super Duty F 250 Pickup
## 3472 Super Duty F 250 Pickup La
## 3473 Super Duty F 250 Platinum
## 3474 Super Duty F 250 Pow
## 3475 Super Duty F 250 Srw
## 3476 Super Duty F 250 Srw 4wd
## 3477 Super Duty F 250 Srw 4wd Crew Cab 156 Platinum
## 3478 Super Duty F 250 Srw 4wd Crew Cab 156 Xlt
## 3479 Super Duty F 250 Srw King
## 3480 Super Duty F 250 Srw King Ranch Automatic
## 3481 Super Duty F 250 Srw Laria
## 3482 Super Duty F 250 Srw Lariat
## 3483 Super Duty F 250 Srw Lariat 4wd Crew Cab 6 75 Box
## 3484 Super Duty F 250 Srw Lariat Automatic
## 3485 Super Duty F 250 Srw Platinum 4wd Crew Cab 6 75 Box
## 3486 Super Duty F 250 Srw Xl
## 3487 Super Duty F 250 Srw Xl Automatic
## 3488 Super Duty F 250 Srw Xlt
## 3489 Super Duty F 250 Supercab 142 Xlt 4wd
## 3490 Super Duty F 250 Supercab 158 Xlt 4wd
## 3491 Super Duty F 250 Xl
## 3492 Super Duty F 250 Xlt
## 3493 Super Duty F 250 Xlt 4x4
## 3494 Super Duty F 350
## 3495 Super Duty F 350 20k M Flat Bed Reg Cab
## 3496 Super Duty F 350 6 2
## 3497 Super Duty F 350 Drw
## 3498 Super Duty F 350 Drw Cab Chassis
## 3499 Super Duty F 350 Drw Chassis Cab
## 3500 Super Duty F 350 Drw King
## 3501 Super Duty F 350 Drw King R
## 3502 Super Duty F 350 Drw Laria
## 3503 Super Duty F 350 Drw Pickup
## 3504 Super Duty F 350 Drw Plati
## 3505 Super Duty F 350 Drw Xl
## 3506 Super Duty F 350 Drw Xl Boom Truck
## 3507 Super Duty F 350 Drw Xl Ut
## 3508 Super Duty F 350 Drw Xlt
## 3509 Super Duty F 350 Dually
## 3510 Super Duty F 350 Lariat
## 3511 Super Duty F 350 Srw
## 3512 Super Duty F 350 Srw 4wd La
## 3513 Super Duty F 350 Srw Cab Chassis
## 3514 Super Duty F 350 Srw Crew Cab 172 Xlt 4wd
## 3515 Super Duty F 350 Srw King
## 3516 Super Duty F 350 Srw Laria
## 3517 Super Duty F 350 Srw Lariat
## 3518 Super Duty F 350 Srw Lariat Automatic
## 3519 Super Duty F 350 Srw Pickup
## 3520 Super Duty F 350 Srw Plati
## 3521 Super Duty F 350 Srw Platinum Automatic
## 3522 Super Duty F 350 Srw Xl
## 3523 Super Duty F 350 Srw Xl Automatic
## 3524 Super Duty F 350 Srw Xlt
## 3525 Super Duty F 350 Xlt
## 3526 Super Duty F 450
## 3527 Super Duty F 450 Drw
## 3528 Super Duty F 450 Drw Cab Chassis
## 3529 Super Duty F 450 Drw Chassis Cab
## 3530 Super Duty F 450 Drw Laria
## 3531 Super Duty F 450 Drw Platinum 4wd Crew Cab 8 Box
## 3532 Super Duty F 450 Drw Xl
## 3533 Super Duty F 450 Pickup
## 3534 Super Duty F 450 Xl
## 3535 Super Duty F 550
## 3536 Super Duty F 550 Drw
## 3537 Super Duty F 550 Drw Xl
## 3538 Super Duty F 550 Xl Boxtruck Lift Gate Reg Cab
## 3539 Super Duty F 650
## 3540 Super Duty F 650 Chassis V 10
## 3541 Super Duty F 650 Straight Frame
## 3542 Super Duty F 750 Straight Frame
## 3543 Super Duty F250
## 3544 Super Duty F250 Srw
## 3545 Super Duty F250 Srw Lariat
## 3546 Super Duty F250 Srw Stx
## 3547 Super Duty F250 Srw Xl
## 3548 Super Duty F250 Srw Xlt
## 3549 Super Duty F350 Diesel
## 3550 Super Duty F350 Drw Xlt
## 3551 Super Duty Lariat F 350 Srw
## 3552 Super Duty Ramp Truck
## 3553 Supercrew 4wd
## 3554 Superduty
## 3555 Superduty 4x4 Diesel
## 3556 Superduty Crew Cab
## 3557 Susuki
## 3558 Suv
## 3559 Svt Focus
## 3560 Svt Raptor
## 3561 T
## 3562 T Bucket
## 3563 T 150
## 3564 T 150 130 Low Roof Cargo
## 3565 T 250
## 3566 T 350 El Super Hi Cargo
## 3567 T 350 Hd
## 3568 T Bird
## 3569 T Bird Convertible
## 3570 T Bucket
## 3571 T Bucket Roadster
## 3572 T Bucket Street Rod
## 3573 T250 Medium Roof 148 Wb Cargo
## 3574 T250 Vans
## 3575 T350 El Super Hi Cargo
## 3576 T350 Med Roof Lwb
## 3577 Ta
## 3578 Tansit Cargo
## 3579 Tarsus
## 3580 Tarus
## 3581 Taurus
## 3582 Taurus And Blazer 2001
## 3583 Taurus Awd
## 3584 Taurus Awd Police
## 3585 Taurus Awd Police Pkg
## 3586 Taurus Awd Sedan 4dr Cars
## 3587 Taurus Eco Boost
## 3588 Taurus Gl
## 3589 Taurus Le
## 3590 Taurus Limited
## 3591 Taurus Limited 4dr Sedan
## 3592 Taurus Limited Awd
## 3593 Taurus Limited Fwd
## 3594 Taurus Limited Fwd Gas Auto
## 3595 Taurus Limited Fwd W Sunroof Automatic
## 3596 Taurus Limited Limited
## 3597 Taurus Limited Sedan 4d
## 3598 Taurus Lx
## 3599 Taurus Police
## 3600 Taurus Police Interceptor
## 3601 Taurus S
## 3602 Taurus Se
## 3603 Taurus Se 4dr
## 3604 Taurus Se Fwd
## 3605 Taurus Se Sedan 4d
## 3606 Taurus Se Standard
## 3607 Taurus Se W Dual Power Seats
## 3608 Taurus Se Wagon
## 3609 Taurus Sel
## 3610 Taurus Sel Awd
## 3611 Taurus Sel 4dr Sedan
## 3612 Taurus Sel Awd
## 3613 Taurus Sel Awd Gas Sedan
## 3614 Taurus Sel Fwd 6 Speed Automatic
## 3615 Taurus Sel Fwd Gas Sedan
## 3616 Taurus Sel Sedan 4d
## 3617 Taurus Sel Sedan 4d Automatic
## 3618 Taurus Sel Sport Sedan 4d
## 3619 Taurus Sel X
## 3620 Taurus Ses
## 3621 Taurus Sho
## 3622 Taurus Sho Awd
## 3623 Taurus Sho Sedan 3 5l Ecoboost Leather Gps Moon 365 Hp
## 3624 Taurus Sho Sedan 4d
## 3625 Taurus Tl
## 3626 Taurus Touring
## 3627 Taurus Wagon
## 3628 Taurus Wagon Lx
## 3629 Taurus X
## 3630 Taurus X Awd
## 3631 Taurus X Limited
## 3632 Taurus X Limited Awd
## 3633 Taurus X Ltd
## 3634 Taurus X Sel
## 3635 Taurus Xl
## 3636 Taurux X Eddie Bauer
## 3637 Tbird
## 3638 Tbird Convertible
## 3639 Tbird Coupe
## 3640 Tbird Turbo Coupe
## 3641 Tbucket
## 3642 Tempo
## 3643 Tempo Gl
## 3644 Thomas School Bus
## 3645 Thunderbird
## 3646 Thunderbird 50th Anv
## 3647 Thunderbird Conv
## 3648 Thunderbird 2dr Convertibl
## 3649 Thunderbird 50th Anniversary
## 3650 Thunderbird Convertible
## 3651 Thunderbird Coupe
## 3652 Thunderbird Deluxe
## 3653 Thunderbird Landau
## 3654 Thunderbird Lx
## 3655 Thunderbird Premium
## 3656 Thunderbird Sc
## 3657 Thunderbird Super Coupe
## 3658 Thunderbird Tudor
## 3659 Thunderbird Turbo Coupe
## 3660 Thunderbird W Hardtop
## 3661 Tioga 24000
## 3662 Tommy Gate
## 3663 Torino
## 3664 Torino Cobra
## 3665 Torino Convertible
## 3666 Torino Gt
## 3667 Torino Gt Convertible
## 3668 Tranist
## 3669 Tranist T250
## 3670 Trans Am
## 3671 Transit
## 3672 Transit 150
## 3673 Transit 150 150 3dr Swb
## 3674 Transit 150 Awd
## 3675 Transit 150 Cargo
## 3676 Transit 150 Cargo Van
## 3677 Transit 150 Conversion Van
## 3678 Transit 150 Extended Cargo Van
## 3679 Transit 150 High Roof
## 3680 Transit 150 Med Roof 130
## 3681 Transit 150 Medium Roof 130 Wb Cargo Van
## 3682 Transit 150 Mr
## 3683 Transit 150 Van
## 3684 Transit 150 Van Low Roof
## 3685 Transit 150 Wheelchair Han
## 3686 Transit 150 Xlt
## 3687 Transit 250
## 3688 Transit 250 Automatic
## 3689 Transit 250 Base
## 3690 Transit 250 Cargo Van
## 3691 Transit 250 Cargo Van Long Wheel Base Diesel Long Wheel Base Diesel Cargo Van
## 3692 Transit 250 High Roof
## 3693 Transit 250 High Roof 148 Wb Cargo Van
## 3694 Transit 250 High Roof 148 Wb Extended Cargo Van
## 3695 Transit 250 High Roof 148 Wb Extended Extended Cargo Van
## 3696 Transit 250 High Roof Reefer 148 Wb Cargo Van
## 3697 Transit 250 Low Roof Cargo
## 3698 Transit 250 Low Roof Extended Cargo Van
## 3699 Transit 250 Lr
## 3700 Transit 250 Med Roof
## 3701 Transit 250 Medium Roof
## 3702 Transit 250 Medium Roof 130 Wb Cargo Van
## 3703 Transit 250 Medium Roof 148 Wb Cargo Van
## 3704 Transit 250 Medium Roof 148 Wb Reefer Cargo Van
## 3705 Transit 250 Medium Roof 148 Wb Wheelchair Van
## 3706 Transit 250 Mr
## 3707 Transit 250 Van
## 3708 Transit 250 Van Low Roof
## 3709 Transit 250 Wheelchair Van
## 3710 Transit 350
## 3711 Transit 350 15 Passenger
## 3712 Transit 350 Cargo
## 3713 Transit 350 Hr
## 3714 Transit 350 Med Roof
## 3715 Transit 350 Reefer 148 High Roof Extended Cargo Van
## 3716 Transit 350 Utility Van
## 3717 Transit 350 Van
## 3718 Transit 350 Van High Roof
## 3719 Transit 350 Van Low Roof
## 3720 Transit 350 Wagon
## 3721 Transit 350hd
## 3722 Transit 350hd Box Van
## 3723 Transit Ada Wheelchair Van
## 3724 Transit Awd
## 3725 Transit Cargo
## 3726 Transit Cargo 150
## 3727 Transit Cargo 250
## 3728 Transit Cargo 250 3dr Swb L
## 3729 Transit Cargo 350
## 3730 Transit Cargo 3dr Lwb Medium Roof Cargo
## 3731 Transit Cargo Cargo 250
## 3732 Transit Cargo Van
## 3733 Transit Cargo Van 10km Manufacturer S Warranty
## 3734 Transit Cargo Van 29km
## 3735 Transit Cargo Van Base
## 3736 Transit Cargo Van Base Automatic
## 3737 Transit Cargo Van T 250
## 3738 Transit Chassis 350hd
## 3739 Transit Chassis Cab T 350
## 3740 Transit Connect
## 3741 Transit Connect 114 6 Xl W O Side Or Rear Door Glass
## 3742 Transit Connect 114 6 Xlt
## 3743 Transit Connect 114 6 Xl W
## 3744 Transit Connect Carg
## 3745 Transit Connect Cargo
## 3746 Transit Connect Cargo Van
## 3747 Transit Connect Cargo Van X
## 3748 Transit Connect Cargo Van Xl
## 3749 Transit Connect Cargo Van Xlt
## 3750 Transit Connect Cargo Xl
## 3751 Transit Connect Cargo Xl Cargo
## 3752 Transit Connect Cargo Xlt
## 3753 Transit Connect Cargo Xlt 4
## 3754 Transit Connect Handicap Lift
## 3755 Transit Connect Lwb Cargo
## 3756 Transit Connect Lwb Xlt
## 3757 Transit Connect Lwd
## 3758 Transit Connect Passenger
## 3759 Transit Connect Titanium
## 3760 Transit Connect Van
## 3761 Transit Connect Van Ffv
## 3762 Transit Connect Van Xl
## 3763 Transit Connect Van Xlt
## 3764 Transit Connect Wago
## 3765 Transit Connect Wagon
## 3766 Transit Connect Wagon Fwd
## 3767 Transit Connect Wagon Xl
## 3768 Transit Connect Wagon Xlt
## 3769 Transit Connect Wagon Xlt Premium 1 Owner High Roof Rear Wheelchair Ramp Ada Lowered Floor Van
## 3770 Transit Connect Xl
## 3771 Transit Connect Xl Cargo
## 3772 Transit Connect Xl Lwb
## 3773 Transit Connect Xl Van
## 3774 Transit Connect Xl Wagon
## 3775 Transit Connect Xlt
## 3776 Transit Connect Xlt Cargo
## 3777 Transit Cutaway
## 3778 Transit E 350
## 3779 Transit Explorer
## 3780 Transit Passenger
## 3781 Transit Passenger 350 Xl
## 3782 Transit Passenger 350 Xl Wheelchair Van Braunability Power Fold Out Platform Lift Rear Loading Conversion
## 3783 Transit Passenger 350 Xlt
## 3784 Transit Passenger Hd 350 Hr
## 3785 Transit Passenger Van
## 3786 Transit Passenger Van T 150
## 3787 Transit Passenger Wagon
## 3788 Transit Passenger Wagon Xlt
## 3789 Transit Passenger Xlt 397miles Manufacturer S Warr
## 3790 Transit T 150
## 3791 Transit T 250
## 3792 Transit T 350
## 3793 Transit T 350 5km Passenger Van Manufacturer S War
## 3794 Transit T 350 Ecoboost Van
## 3795 Transit T 350 Passanger
## 3796 Transit T150
## 3797 Transit T150 Cargo Van
## 3798 Transit T150 Xlt Van
## 3799 Transit T250
## 3800 Transit T250 Cargo
## 3801 Transit T250 Cargo Van
## 3802 Transit T250 Extended
## 3803 Transit T250 Low Toof
## 3804 Transit T250 Medium Roof
## 3805 Transit T250 Van
## 3806 Transit T250 Xl Bus
## 3807 Transit T258
## 3808 Transit T350
## 3809 Transit T350 148 Hr
## 3810 Transit T350 Hd
## 3811 Transit T350 Stakebed Truck
## 3812 Transit T350 Xlt
## 3813 Transit T350 Xlt Van
## 3814 Transit T350hd
## 3815 Transit T350hd Xlt Van
## 3816 Transit Utility Van
## 3817 Transit Van
## 3818 Transit Van 250
## 3819 Transit Van Automatic
## 3820 Transit Van Base
## 3821 Transit Van Gray
## 3822 Transit Van T 250 Low Roof
## 3823 Transit Van T250
## 3824 Transit Wagon
## 3825 Transit Wagon 350
## 3826 Transit Wagon 350 Passanger
## 3827 Transit Wagon T 350 148 Low
## 3828 Transit Wagon Xl
## 3829 Transit Wagon Xlt
## 3830 Transit Xl Wagon Van
## 3831 Transit Xlt
## 3832 Transit Xlt 350
## 3833 Transit+Connect
## 3834 Trasit 250
## 3835 Tremor F 250 Super Duty
## 3836 Triumph Tr6
## 3837 Truck
## 3838 Truck F250 Super Duty
## 3839 Truck Xl Van
## 3840 Tuarus
## 3841 Tuarus Se
## 3842 Tudor
## 3843 Tudor Coupe
## 3844 Tudor Sedan
## 3845 Tunderbird
## 3846 Turus Se
## 3847 Tvr 2500m
## 3848 Unibody Pickup
## 3849 Utilimaster
## 3850 Utility Police Interceptor
## 3851 Utility Truck
## 3852 V 10
## 3853 Van
## 3854 Van E250 2007
## 3855 Various To Choose From
## 3856 Vicky
## 3857 Victoria
## 3858 Victory V92c
## 3859 Vpg Mv 1
## 3860 Wheelchair Handicap Van
## 3861 Wild Rod Hot Rod
## 3862 Willys Cj5
## 3863 Willys Gpw
## 3864 Windstar
## 3865 Windstar 2000
## 3866 Windstar Gl
## 3867 Windstar Le
## 3868 Windstar Limited
## 3869 Windstar Lx
## 3870 Windstar Lx Minivan
## 3871 Windstar Minivan
## 3872 Windstar Passenger Sport
## 3873 Windstar Se
## 3874 Windstar Sel
## 3875 Windstar Van
## 3876 Windstar Wagon
## 3877 Windstard
## 3878 Winstar
## 3879 Winstar Lx
## 3880 Winstar Van
## 3881 Workhorse
## 3882 Workhorse W42
## 3883 X Type 4 Door Sedan
## 3884 Xl
## 3885 Xl Convertible
## 3886 Xls Explorer
## 3887 Xlt
## 3888 Xlt Econoline E350
## 3889 Xlt F 350 Diesel 4x4
## 3890 Xlt F150
## 3891 Xlt Triton V8
## 3892 Xlt X Cab
## 3893 Zx2
## n
## 1 3
## 2 1
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## 4 4
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ford_models_pattern <- paste(c("Figo", "Fusion Energi", "Focus Electric", "Fiesta", "Endura",
"C-Max Hybrid", "B-Max", "Flex", "i-Max", "Fusion", "LCF",
"Excursion", "Ikon", "Focus", "Maverick", "Explorer Sport Trac",
"Activa", "SportKa", "Freestar", "Territory", "Five Hundred",
"Aspire", "Contour", "Cougar", "Crown Victoria", "Freda",
"Galaxy", "Ka", "Tourneo", "Puma", "Windstar", "ZX2", "F150",
"F-150", "F250", "F-250", "F350", "F-350", "Ranger", "Aerostar",
"Bronco", "Bronco II", "Escort", "Probe", "Sierra", "Telstar",
"Taurus", "Tempo", "Verona", "Falcon", "F 150", "F 250", "F 350",
"F450", "F 450", "F-450", "F750", "F 750", "F-750", "F100",
"F 100", "F-100", "Escape", "Sport Trac", "C Max",
"Thunderbird", "Expedition", "Model B","Model T", "Model Y",
"Model C", "Model A", "Mustang", "Explorer", "Econoline",
"Crown Vic", "Transit", "Freestyle", "E350", "E 350", "E-350",
"Edge", "F 550", "F-550", "F550", "E150", "E 150", "E-150",
"E250", "E 250", "E-250", "E450", "E 450", "E-450",
"Ecosport", "F650", "F-650", "F 650", "Raptor", "150", "250",
"350", "450"), collapse = "|")
ford <- cars %>%
filter(manufacturer == "Ford") %>%
mutate(model_clean = str_extract(model, regex(pattern = ford_models_pattern, ignore_case = TRUE)))
f_150 <- paste(c("F150", "F-150", "F 150", "F-150"), collapse = "|")
f_250 <- paste(c("F250", "F-250", "F 250", "F-250"), collapse = "|")
f_350 <- paste(c("F350", "F-350", "F 350", "F-350"), collapse = "|")
f_450 <- paste(c("F450", "F-450", "F 450", "F-450"), collapse = "|")
f_550 <- paste(c("F550", "F-550", "F 550", "F-550"), collapse = "|")
ford$model_clean <- str_replace_all(ford$model_clean, regex(pattern = f_150), "F-150")
ford$model_clean <- str_replace_all(ford$model_clean, regex(pattern = f_250), "F-250")
ford$model_clean <- str_replace_all(ford$model_clean, regex(pattern = f_350), "F-350")
ford$model_clean <- str_replace_all(ford$model_clean, regex(pattern = f_450), "F-450")
ford$model_clean <- str_replace_all(ford$model_clean, regex(pattern = f_550), "F-550")
ford_clean <- ford %>%
filter(!is.na(model_clean) & price < 100000)
ford_model_hist <- ford_clean %>%
group_by(model_clean) %>%
summarise(count = n(), price = price) %>%
filter(count > 500) %>%
ggplot(aes(x = price, y = model_clean, color = model_clean)) +
geom_boxplot() +
labs(title = "Ford Models - Boxplot", y = "Model", x = "Price", color = "Model")
plot(ford_model_hist)
ford_df <- ford_clean %>%
mutate(model_clean = as.factor(model_clean)) %>%
select(city, state, manufacturer, model_clean, age, condition, cylinders, fuel, odometer,
title_status, transmission, drive, type, paint_color, price,
med_family_income, med_non_family_income)
#' Title: Model_Box
#'
#' @param input_manufacturer {string}
#'
#' @return: box plot
#' @export: box plot
#'
#' @examples: Model_Box("Ford")
#'
#'
Model_Box <- function(input_manufacturer){
# Connect to the database
conn <- dbConnect(RSQLite::SQLite(), db_path)
df <- dbGetQuery(conn, glue("SELECT model_clean, price
FROM {input_manufacturer}"))
# Close db connection
dbDisconnect(conn)
# Build box plots
model_box <- df %>%
group_by(model_clean) %>%
summarise(count = n(), price = price) %>%
# Filter out vehicles that have limited number of observations
filter(count > 500) %>%
ggplot(aes(x = price, y = model_clean, color = model_clean)) +
geom_boxplot() +
labs(title = glue("{input_manufacturer} Models - Boxplot"),
y = "Model",
x = "Price",
color = "Model")
# Return Plot
plot(model_box)
}
# Model_Box("Ford")
#' Title: Model_Prediction
#'
#' @param input_state {string}
#' @param input_city {string}
#' @param input_manufacturer {string}
#' @param model {string}
#' @param year {int}
#' @param odometer {int}
#' @param input_condition {string}
#' @param drive {string}
#' @param cylinders {string}
#'
#' @return
#' @export
#'
#' @examples
#'
Model_Prediction <- function(input_state, input_city, input_manufacturer, model,
year, odometer, input_condition, drive, cylinders) {
# Connect to db and create df based on input_manufacturer
conn <- dbConnect(RSQLite::SQLite(), db_path)
df <- dbGetQuery(conn, glue("SELECT state, city, manufacturer, model_clean, age, condition,
odometer, drive, cylinders, price, med_family_income, med_non_family_income
FROM {input_manufacturer}"))
# Close db connection
dbDisconnect(conn)
# Create a df filtered by input state, manufacturer, and model
df <- df %>%
filter(state == input_state,
manufacturer == input_manufacturer,
model_clean == model,
condition == input_condition
)
# Extract income values for model
med_inc <- df %>% filter(state == input_state, city == input_city)
med_inc_fam <- med_inc$med_family_income[1]
med_inc_non_fam <- med_inc$med_non_family_income[1]
# Create linear model
lm_model <- lm(price ~ age + odometer + drive + cylinders + med_family_income + med_non_family_income, data = df)
# Create new data point from user inputs
newData <- data.frame(model_clean = model,
age = 2021 - year,
odometer = odometer,
drive = drive,
cylinders = cylinders,
med_family_income = med_inc_fam,
med_non_family_income = med_inc_non_fam)
# Create list of objects to return as list
number_of_observations <- paste("Number of Training Observations = ", nrow(df))
model_summary <- summary(lm_model)
predictions <- predict(lm_model, newdata = newData, interval = "confidence", level = .95)
#Create KNN Clustering model for FORD to compare with Regression model
set.seed(100) #set seed
return(list(number_of_observations, model_summary, predictions))
}
# Model_Prediction("CA", "Sacramento", "Ford", "F-250", 2015, 100000, "good", "4wd", "8")
#Creating New Variable Price/Odometer, we do later, just testing git rn - Shawn
#Clean cylinder variable
#ifelse(apply(str_contains(cars$cylinders,"cylinders",ignore.case=FALSE)), substring(cars$cylinders,1,1),0)
cars_clean <- cars %>% mutate(cylinders_clean=as.integer(str_extract(cars$cylinders,'[0-9]')))
glimpse(cars_clean)
## Rows: 400,870
## Columns: 24
## $ id <int64> 7316814884, 7316814758, 7316814989, 7316743432…
## $ region <chr> "auburn", "auburn", "auburn", "auburn", "auburn"…
## $ city <chr> "Auburn", "Auburn", "Auburn", "Auburn", "Auburn"…
## $ state <chr> "AL", "AL", "AL", "AL", "AL", "AL", "AL", "AL", …
## $ year <int> 2014, 2010, 2020, 2017, 2013, 2012, 2016, 2019, …
## $ manufacturer <fct> Gmc, Chevrolet, Chevrolet, Toyota, Ford, Gmc, Ch…
## $ model <chr> "Sierra 1500 Crew Cab Slt", "Silverado 1500", "S…
## $ condition <fct> good, good, good, good, excellent, good, good, e…
## $ cylinders <fct> 8, 8, 8, 8, 6, 8, 6, 6, 6, 8, 6, 6, 6, un, un, 8…
## $ fuel <fct> gas, gas, gas, gas, gas, gas, gas, gas, gas, gas…
## $ odometer <dbl> 57923, 71229, 19160, 41124, 128000, 68696, 29499…
## $ title_status <fct> clean, clean, clean, clean, clean, clean, clean,…
## $ transmission <fct> other, other, other, other, automatic, other, ot…
## $ drive <fct> unknown, unknown, unknown, 4WD, rwd, 4wd, 4wd, 4…
## $ type <fct> pickup, pickup, pickup, pickup, truck, pickup, p…
## $ paint_color <fct> white, blue, red, red, black, black, silver, gre…
## $ posting_date <dttm> 2021-05-04, 2021-05-04, 2021-05-04, 2021-05-04,…
## $ price <dbl> 33590, 22590, 39590, 30990, 15000, 27990, 34590,…
## $ description <chr> "Carvana is the safer way to buy a car During th…
## $ med_family_income <dbl> 79370.5, 79370.5, 79370.5, 79370.5, 79370.5, 793…
## $ med_non_family_income <dbl> 20746.5, 20746.5, 20746.5, 20746.5, 20746.5, 207…
## $ age <dbl> 7, 11, 1, 4, 8, 9, 5, 2, 5, 10, 29, 4, 4, 5, 7, …
## $ state.x <fct> AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, …
## $ cylinders_clean <int> 8, 8, 8, 8, 6, 8, 6, 6, 6, 8, 6, 6, 6, NA, NA, 8…
#Creating New Variable Price/Odometer
#change price type to mutate new column for new variable
cars_clean$price <- as.double(cars_clean$price)
#mutate new variable
cars_clean_pm <- cars_clean %>% mutate(pm = cars$price/cars$odometer)
glimpse(cars_clean_pm)
## Rows: 400,870
## Columns: 25
## $ id <int64> 7316814884, 7316814758, 7316814989, 7316743432…
## $ region <chr> "auburn", "auburn", "auburn", "auburn", "auburn"…
## $ city <chr> "Auburn", "Auburn", "Auburn", "Auburn", "Auburn"…
## $ state <chr> "AL", "AL", "AL", "AL", "AL", "AL", "AL", "AL", …
## $ year <int> 2014, 2010, 2020, 2017, 2013, 2012, 2016, 2019, …
## $ manufacturer <fct> Gmc, Chevrolet, Chevrolet, Toyota, Ford, Gmc, Ch…
## $ model <chr> "Sierra 1500 Crew Cab Slt", "Silverado 1500", "S…
## $ condition <fct> good, good, good, good, excellent, good, good, e…
## $ cylinders <fct> 8, 8, 8, 8, 6, 8, 6, 6, 6, 8, 6, 6, 6, un, un, 8…
## $ fuel <fct> gas, gas, gas, gas, gas, gas, gas, gas, gas, gas…
## $ odometer <dbl> 57923, 71229, 19160, 41124, 128000, 68696, 29499…
## $ title_status <fct> clean, clean, clean, clean, clean, clean, clean,…
## $ transmission <fct> other, other, other, other, automatic, other, ot…
## $ drive <fct> unknown, unknown, unknown, 4WD, rwd, 4wd, 4wd, 4…
## $ type <fct> pickup, pickup, pickup, pickup, truck, pickup, p…
## $ paint_color <fct> white, blue, red, red, black, black, silver, gre…
## $ posting_date <dttm> 2021-05-04, 2021-05-04, 2021-05-04, 2021-05-04,…
## $ price <dbl> 33590, 22590, 39590, 30990, 15000, 27990, 34590,…
## $ description <chr> "Carvana is the safer way to buy a car During th…
## $ med_family_income <dbl> 79370.5, 79370.5, 79370.5, 79370.5, 79370.5, 793…
## $ med_non_family_income <dbl> 20746.5, 20746.5, 20746.5, 20746.5, 20746.5, 207…
## $ age <dbl> 7, 11, 1, 4, 8, 9, 5, 2, 5, 10, 29, 4, 4, 5, 7, …
## $ state.x <fct> AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, …
## $ cylinders_clean <int> 8, 8, 8, 8, 6, 8, 6, 6, 6, 8, 6, 6, 6, NA, NA, 8…
## $ pm <dbl> 0.5799078, 0.3171461, 2.0662839, 0.7535746, 0.11…
#select only numeric columns for correlation matrix
car_num <- select_if(cars,is.numeric)
head(car_num)
## id year odometer price med_family_income med_non_family_income age
## 1 7316814884 2014 57923 33590 79370.5 20746.5 7
## 2 7316814758 2010 71229 22590 79370.5 20746.5 11
## 3 7316814989 2020 19160 39590 79370.5 20746.5 1
## 4 7316743432 2017 41124 30990 79370.5 20746.5 4
## 5 7316356412 2013 128000 15000 79370.5 20746.5 8
## 6 7316343444 2012 68696 27990 79370.5 20746.5 9
#correlation matrix for collinearity check
cars_clean_pm$fuel <- as.factor(cars_clean_pm$fuel)
cars_clean_pm$title_status <- as.factor(cars_clean_pm$title_status)
cars_clean_pm$transmission <- as.factor(cars_clean_pm$transmission)
cars_sub <- select(cars_clean_pm,year,cylinders_clean,fuel,odometer,title_status,transmission,price)
glimpse(cars_sub)
## Rows: 400,870
## Columns: 7
## $ year <int> 2014, 2010, 2020, 2017, 2013, 2012, 2016, 2019, 2016, …
## $ cylinders_clean <int> 8, 8, 8, 8, 6, 8, 6, 6, 6, 8, 6, 6, 6, NA, NA, 8, NA, …
## $ fuel <fct> gas, gas, gas, gas, gas, gas, gas, gas, gas, gas, gas,…
## $ odometer <dbl> 57923, 71229, 19160, 41124, 128000, 68696, 29499, 4300…
## $ title_status <fct> clean, clean, clean, clean, clean, clean, clean, clean…
## $ transmission <fct> other, other, other, other, automatic, other, other, a…
## $ price <dbl> 33590, 22590, 39590, 30990, 15000, 27990, 34590, 35000…
model.matrix(~0+., data=cars_sub) %>%
cor(use="pairwise.complete.obs") %>%
ggcorrplot(show.diag=F,type="full",lab=TRUE, lab_size = 2,ggtheme = ggplot2::theme_gray(),colors = c("#6D9EC1", "white", "#E46726"),tl.srt=90, tl.cex=8, hc.order=TRUE, insig="blank")
# car_num <- select_if(cars,is.numeric)
# head(car_num)
# correl <- cor(car_num[-1])
# corrplot(correl,addCoef.col = 'black')
#Create Linear Regression Model, test
cars$price <- as.double(cars$price)
lin <- lm(price ~ year + odometer, data = cars)
summary(lin)
##
## Call:
## lm(formula = price ~ year + odometer, data = cars)
##
## Residuals:
## Min 1Q Median 3Q Max
## -747576 -73016 -36474 -7164 3736836958
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.234e+07 4.229e+06 2.919 0.00351 **
## year -6.105e+03 2.101e+03 -2.905 0.00367 **
## odometer 3.743e-03 9.162e-02 0.041 0.96741
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 11290000 on 400867 degrees of freedom
## Multiple R-squared: 2.19e-05, Adjusted R-squared: 1.692e-05
## F-statistic: 4.391 on 2 and 400867 DF, p-value: 0.01239
Comment Per result tested on linear regression model above, we can see odometer which has p=0.9 that is greater than typical significant value p=0.05. Thus, it might be not a relevant variable to use.
#plot scatter/residual plots to spot non-linearity and outliers/high-leverage points
plot(lin,which=1:5)
#plot price trends in different states of USA
price_trend <- cars_clean_pm %>% group_by(state) %>%summarize(average_price=mean(price))
ggplot(price_trend, aes(x=reorder(state,-log(average_price)),y=log(average_price))) + geom_bar(stat="identity",fill="steelblue") + labs(x="state")
#Plot box-plot to detect outliers/influential points across US states
ggplot(cars_clean_pm,aes(x=state,y=log(price))) + geom_boxplot(fill="steelblue")
## Warning: Removed 28561 rows containing non-finite values (stat_boxplot).
#Market share of TOP 10 manufacturers
top_10 <- cars %>% group_by(manufacturer) %>% summarize(count=n()) %>% arrange(desc(count)) %>% top_n(10)
## Selecting by count
top_10
## # A tibble: 10 × 2
## manufacturer count
## <fct> <int>
## 1 Ford 68304
## 2 Chevrolet 52024
## 3 Toyota 32754
## 4 Honda 20497
## 5 Nissan 18217
## 6 Jeep 18210
## 7 Ram 17618
## 8 Gmc 16070
## 9 Bmw 14156
## 10 Dodge 12806
ggplot(top_10,aes(x=reorder(manufacturer,-count),y=count)) + geom_bar(stat='identity',fill='steelblue') + labs(x="Manufacturer")
#Type of car and fuel
car_type <- cars %>% group_by(fuel,type) %>% summarize(count=n()) %>% arrange(desc(count)) %>% top_n(10)
## Selecting by count
car_type
## # A tibble: 50 × 3
## # Groups: fuel [5]
## fuel type count
## <fct> <fct> <int>
## 1 gas sedan 77545
## 2 gas suv 73901
## 3 gas unknown 35574
## 4 gas truck 33018
## 5 gas pickup 29916
## 6 gas coupe 17488
## 7 gas van 15891
## 8 diesel truck 15589
## 9 gas other 14380
## 10 gas hatchback 11945
## # … with 40 more rows
ggplot(car_type,aes(fill=fuel,x=reorder(type,-count),y=count)) + geom_bar(stat="identity",position="stack")
#Condition vs Year relationship
ggplot(cars,aes(x=year,y=condition)) + geom_violin(scale='area',fill='steelblue') + geom_boxplot(width=0.1,colors='grey',alpha=0.2)
## Warning: Ignoring unknown parameters: colours
#Odometer vs Price relationship
ggplot(cars, aes(x=log(odometer),y=log(price)*1000,color=year))+geom_point() + labs(x='odometer',y='price')